{"id":3582,"date":"2025-03-03T15:12:00","date_gmt":"2025-03-03T15:12:00","guid":{"rendered":"https:\/\/blog.trainingdump.com\/?p=3582"},"modified":"2025-03-03T15:12:00","modified_gmt":"2025-03-03T15:12:00","slug":"updated-sasinstitute-a00-255-certification-exam-questions-q25-q49","status":"publish","type":"post","link":"https:\/\/blog.trainingdump.com\/de\/2025\/03\/updated-sasinstitute-a00-255-certification-exam-questions-q25-q49\/","title":{"rendered":"[UPDATED] SASInstitute A00-255 Certification Exam Questions [Q25-Q49]"},"content":{"rendered":"\n\n<div class=\"kk-star-ratings kksr-auto kksr-align-left kksr-valign-top\"\n    data-payload='{&quot;align&quot;:&quot;left&quot;,&quot;id&quot;:&quot;3582&quot;,&quot;slug&quot;:&quot;default&quot;,&quot;valign&quot;:&quot;top&quot;,&quot;ignore&quot;:&quot;&quot;,&quot;reference&quot;:&quot;auto&quot;,&quot;class&quot;:&quot;&quot;,&quot;count&quot;:&quot;0&quot;,&quot;legendonly&quot;:&quot;&quot;,&quot;readonly&quot;:&quot;&quot;,&quot;score&quot;:&quot;0&quot;,&quot;starsonly&quot;:&quot;&quot;,&quot;best&quot;:&quot;5&quot;,&quot;gap&quot;:&quot;5&quot;,&quot;greet&quot;:&quot;Rate this post&quot;,&quot;legend&quot;:&quot;0\\\/5 - (0 votes)&quot;,&quot;size&quot;:&quot;24&quot;,&quot;title&quot;:&quot;[UPDATED] SASInstitute A00-255 Certification Exam Questions [Q25-Q49]&quot;,&quot;width&quot;:&quot;0&quot;,&quot;_legend&quot;:&quot;{score}\\\/{best} - ({count} {votes})&quot;,&quot;font_factor&quot;:&quot;1.25&quot;}'>\n            \n<div class=\"kksr-stars\">\n    \n<div class=\"kksr-stars-inactive\">\n            <div class=\"kksr-star\" data-star=\"1\" style=\"padding-right: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"2\" style=\"padding-right: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"3\" style=\"padding-right: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"4\" style=\"padding-right: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"5\" style=\"padding-right: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n    <\/div>\n    \n<div class=\"kksr-stars-active\" style=\"width: 0px;\">\n            <div class=\"kksr-star\" style=\"padding-right: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-right: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-right: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-right: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-right: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n    <\/div>\n<\/div>\n                \n\n<div class=\"kksr-legend\" style=\"font-size: 19.2px;\">\n            <span class=\"kksr-muted\">Rate this post<\/span>\n    <\/div>\n    <\/div>\n<p><span style=\"font-size: 18px\"><strong><span style=\"color: red\">[UPDATED] SASInstitute A00-255 Certification Exam Questions<\/span><\/strong><\/span><\/p>\n<p><strong><span style=\"color: red\">Quickly and Easily Pass SASInstitute Exam with A00-255 real Dumps<\/span><\/strong><\/p>\n<p><\/p>\n<p>SASInstitute A00-255 certification exam is a popular choice among professionals who want to establish themselves as experts in predictive modeling. A00-255 exam is designed to test the candidates&#8217; knowledge and skills in using SAS Enterprise Miner 14 to build predictive models. A00-255 exam covers a wide range of topics, including data preparation, variable selection, model building, deployment, and validation.<\/p>\n<p><\/p>\n<p>The A00-255 certification exam consists of 70 multiple-choice and short-answer questions that need to be completed in 2 hours and 15 minutes. A00-255 exam is administered by Pearson VUE, a leading computer-based testing company that provides testing services for various industries. A00-255 exam fee is $180 USD and can be scheduled at any Pearson VUE testing center worldwide.<\/p>\n<p>&nbsp;<\/p>\n<div id=\"watu_quiz\" class=\"quiz-area single-page-quiz\">\n<form action=\"\" method=\"post\" class=\"quiz-form \" id=\"quiz-883\" >\n<div class='watu-question' id='question-1'><div class='question-content'><p><strong>Q25.<\/strong> Which of the following is not true about results produced by the Regression node?<br \/>Response:<\/p>\n<\/div><input type='hidden' name='question_id[]' value='17425' \/><div class='watu-questions-wrap '><input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='67597' \/><div class='watu-question-choice'><input type='radio' name='answer-17425[]' id='answer-id-67597' class='answer answer-1 js-answer-label answerof-17425' value='67597' \/>&nbsp;<label for='answer-id-67597' id='answer-label-67597' class='js-answer-label answer label-1'><span class='answer'>Model Information provides you with information that includes the number of target categories and the number of model parameters.<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='67598' \/><div class='watu-question-choice'><input type='radio' name='answer-17425[]' id='answer-id-67598' class='answer answer-1 js-answer-label answerof-17425' value='67598' \/>&nbsp;<label for='answer-id-67598' id='answer-label-67598' class='js-answer-label answer label-1'><span class='answer'>Variable Summary information identifies the roles of variables used by the Regression node.<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='67599' \/><div class='watu-question-choice'><input type='radio' name='answer-17425[]' id='answer-id-67599' class='answer answer-1 js-answer-label answerof-17425' value='67599' \/>&nbsp;<label for='answer-id-67599' id='answer-label-67599' class='js-answer-label answer label-1'><span class='answer'>Type 3 Analysis of Effects provides you with information about the number of parameters that each input contributes to the model.<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='67600' \/><div class='watu-question-choice'><input type='radio' name='answer-17425[]' id='answer-id-67600' class='answer answer-1 php-answer-label answerof-17425' value='67600' \/>&nbsp;<label for='answer-id-67600' id='answer-label-67600' class='php-answer-label answer label-1'><span class='answer'>Fit Statistics can provide information that affects decision predictions, but does not affect estimate predictions.<\/span><\/label><\/div>\n<\/div><div class='show-question-feedback' style='display:none;'><\/div><input type='button' class='showchecked' style='margin: 10px 0;' onclick='showanswer1(1,this)' id='btn-1' value='See Answer'  \/><input type='hidden' id='questionType1' value='radio' class=''><\/div><div class='watu-question' id='question-2'><div class='question-content'><p><strong>Q26.<\/strong> Perform these tasks in SAS Enterprise Miner:<br \/>&#8211; Use the Regression node to build another regression model with TARGET as the dependent variable and all other input variables as independent variables (main effects only).<br \/>&#8211; Configure the regression model to use Stepwise for Selection Model and Validation Error for Selection Criteri a. Do not change any other property for the regression model.<br \/>Consider the variable TLCnt03 in the selected model. Based on the model results, changing this variable by 1 unit will result in which of the following?<br \/>Response:<\/p>\n<\/div><input type='hidden' name='question_id[]' value='17426' \/><div class='watu-questions-wrap '><input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='67601' \/><div class='watu-question-choice'><input type='radio' name='answer-17426[]' id='answer-id-67601' class='answer answer-2 js-answer-label answerof-17426' value='67601' \/>&nbsp;<label for='answer-id-67601' id='answer-label-67601' class='js-answer-label answer label-2'><span class='answer'>reduction of odds for TARGET=1 by 0.3457<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='67602' \/><div class='watu-question-choice'><input type='radio' name='answer-17426[]' id='answer-id-67602' class='answer answer-2 js-answer-label answerof-17426' value='67602' \/>&nbsp;<label for='answer-id-67602' id='answer-label-67602' class='js-answer-label answer label-2'><span class='answer'>reduction of odds for TARGET=1 by 0.708<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='67603' \/><div class='watu-question-choice'><input type='radio' name='answer-17426[]' id='answer-id-67603' class='answer answer-2 js-answer-label answerof-17426' value='67603' \/>&nbsp;<label for='answer-id-67603' id='answer-label-67603' class='js-answer-label answer label-2'><span class='answer'>change of odds for TARGET=1 by a factor 0.3457<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='67604' \/><div class='watu-question-choice'><input type='radio' name='answer-17426[]' id='answer-id-67604' class='answer answer-2 php-answer-label answerof-17426' value='67604' \/>&nbsp;<label for='answer-id-67604' id='answer-label-67604' class='php-answer-label answer label-2'><span class='answer'>change of odds for TARGET=1 by a factor 0.708<\/span><\/label><\/div>\n<\/div><div class='show-question-feedback' style='display:none;'><\/div><input type='button' class='showchecked' style='margin: 10px 0;' onclick='showanswer1(2,this)' id='btn-2' value='See Answer'  \/><input type='hidden' id='questionType2' value='radio' class=''><\/div><div class='watu-question' id='question-3'><div class='question-content'><p><strong>Q27.<\/strong> Which statement describes the Decision Tree Split Search mechanism for categorical inputs?<br \/>Select one:<br \/>Response:<\/p>\n<\/div><input type='hidden' name='question_id[]' value='17427' \/><div class='watu-questions-wrap '><input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='67605' \/><div class='watu-question-choice'><input type='radio' name='answer-17427[]' id='answer-id-67605' class='answer answer-3 js-answer-label answerof-17427' value='67605' \/>&nbsp;<label for='answer-id-67605' id='answer-label-67605' class='js-answer-label answer label-3'><span class='answer'>All levels are weighted and the weights are used for testing.<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='67606' \/><div class='watu-question-choice'><input type='radio' name='answer-17427[]' id='answer-id-67606' class='answer answer-3 js-answer-label answerof-17427' value='67606' \/>&nbsp;<label for='answer-id-67606' id='answer-label-67606' class='js-answer-label answer label-3'><span class='answer'>The levels that have target rate of 0 or 100% are re-binned first, then weighted and the weights are used for testing.<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='67607' \/><div class='watu-question-choice'><input type='radio' name='answer-17427[]' id='answer-id-67607' class='answer answer-3 php-answer-label answerof-17427' value='67607' \/>&nbsp;<label for='answer-id-67607' id='answer-label-67607' class='php-answer-label answer label-3'><span class='answer'>The average target value is calculated for each level, and then passed on for testing if it is the optimal split point.<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='67608' \/><div class='watu-question-choice'><input type='radio' name='answer-17427[]' id='answer-id-67608' class='answer answer-3 js-answer-label answerof-17427' value='67608' \/>&nbsp;<label for='answer-id-67608' id='answer-label-67608' class='js-answer-label answer label-3'><span class='answer'>A clustering mechanism eliminates observations in outlier clusters as potential split points as a first step. Then, for the remaining observations, the average target value is calculated for each level, and then passed on for testing if it is the optimal split point.<\/span><\/label><\/div>\n<\/div><div class='show-question-feedback' style='display:none;'><\/div><input type='button' class='showchecked' style='margin: 10px 0;' onclick='showanswer1(3,this)' id='btn-3' value='See Answer'  \/><input type='hidden' id='questionType3' value='radio' class=''><\/div><div class='watu-question' id='question-4'><div class='question-content'><p><strong>Q28.<\/strong> What is the purpose of the Kass (Bonferroni) adjustment in the decision tree split-search algorithm?<br \/>Select one:<br \/>Response:<\/p>\n<\/div><input type='hidden' name='question_id[]' value='17428' \/><div class='watu-questions-wrap '><input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='67609' \/><div class='watu-question-choice'><input type='radio' name='answer-17428[]' id='answer-id-67609' class='answer answer-4 php-answer-label answerof-17428' value='67609' \/>&nbsp;<label for='answer-id-67609' id='answer-label-67609' class='php-answer-label answer label-4'><span class='answer'>To ensure that the choice of split is not influenced by input measurement scale.<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='67610' \/><div class='watu-question-choice'><input type='radio' name='answer-17428[]' id='answer-id-67610' class='answer answer-4 js-answer-label answerof-17428' value='67610' \/>&nbsp;<label for='answer-id-67610' id='answer-label-67610' class='js-answer-label answer label-4'><span class='answer'>To ensure a non-negative logworth value.<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='67611' \/><div class='watu-question-choice'><input type='radio' name='answer-17428[]' id='answer-id-67611' class='answer answer-4 js-answer-label answerof-17428' value='67611' \/>&nbsp;<label for='answer-id-67611' id='answer-label-67611' class='js-answer-label answer label-4'><span class='answer'>To give categorical inputs a greater chance to be used the split.<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='67612' \/><div class='watu-question-choice'><input type='radio' name='answer-17428[]' id='answer-id-67612' class='answer answer-4 js-answer-label answerof-17428' value='67612' \/>&nbsp;<label for='answer-id-67612' id='answer-label-67612' class='js-answer-label answer label-4'><span class='answer'>To reduce the number of surrogate splitting rules.<\/span><\/label><\/div>\n<\/div><div class='show-question-feedback' style='display:none;'><\/div><input type='button' class='showchecked' style='margin: 10px 0;' onclick='showanswer1(4,this)' id='btn-4' value='See Answer'  \/><input type='hidden' id='questionType4' value='radio' class=''><\/div><div class='watu-question' id='question-5'><div class='question-content'><p><strong>Q29.<\/strong> A useful concept in logistic regression is the doubling amount. How would you calculate doubling amount for an input variable that has a parameter estimate of b1?<br \/>Response:<\/p>\n<\/div><input type='hidden' name='question_id[]' value='17429' \/><div class='watu-questions-wrap '><input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='67613' \/><div class='watu-question-choice'><input type='radio' name='answer-17429[]' id='answer-id-67613' class='answer answer-5 js-answer-label answerof-17429' value='67613' \/>&nbsp;<label for='answer-id-67613' id='answer-label-67613' class='js-answer-label answer label-5'><span class='answer'>2*b1<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='67614' \/><div class='watu-question-choice'><input type='radio' name='answer-17429[]' id='answer-id-67614' class='answer answer-5 js-answer-label answerof-17429' value='67614' \/>&nbsp;<label for='answer-id-67614' id='answer-label-67614' class='js-answer-label answer label-5'><span class='answer'>2*log(b1)<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='67615' \/><div class='watu-question-choice'><input type='radio' name='answer-17429[]' id='answer-id-67615' class='answer answer-5 php-answer-label answerof-17429' value='67615' \/>&nbsp;<label for='answer-id-67615' id='answer-label-67615' class='php-answer-label answer label-5'><span class='answer'>0.69\/b1<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='67616' \/><div class='watu-question-choice'><input type='radio' name='answer-17429[]' id='answer-id-67616' class='answer answer-5 js-answer-label answerof-17429' value='67616' \/>&nbsp;<label for='answer-id-67616' id='answer-label-67616' class='js-answer-label answer label-5'><span class='answer'>2\/log(b1)<\/span><\/label><\/div>\n<\/div><div class='show-question-feedback' style='display:none;'><\/div><input type='button' class='showchecked' style='margin: 10px 0;' onclick='showanswer1(5,this)' id='btn-5' value='See Answer'  \/><input type='hidden' id='questionType5' value='radio' class=''><\/div><div class='watu-question' id='question-6'><div class='question-content'><p><strong>Q30.<\/strong> Which method of input selection for regression analysis evaluates the statistical significance of all included inputs after each input is added?<br \/>Select one:<br \/>Response:<\/p>\n<\/div><input type='hidden' name='question_id[]' value='17430' \/><div class='watu-questions-wrap '><input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='67617' \/><div class='watu-question-choice'><input type='radio' name='answer-17430[]' id='answer-id-67617' class='answer answer-6 js-answer-label answerof-17430' value='67617' \/>&nbsp;<label for='answer-id-67617' id='answer-label-67617' class='js-answer-label answer label-6'><span class='answer'>Forward<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='67618' \/><div class='watu-question-choice'><input type='radio' name='answer-17430[]' id='answer-id-67618' class='answer answer-6 js-answer-label answerof-17430' value='67618' \/>&nbsp;<label for='answer-id-67618' id='answer-label-67618' class='js-answer-label answer label-6'><span class='answer'>Backward<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='67619' \/><div class='watu-question-choice'><input type='radio' name='answer-17430[]' id='answer-id-67619' class='answer answer-6 php-answer-label answerof-17430' value='67619' \/>&nbsp;<label for='answer-id-67619' id='answer-label-67619' class='php-answer-label answer label-6'><span class='answer'>Stepwise<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='67620' \/><div class='watu-question-choice'><input type='radio' name='answer-17430[]' id='answer-id-67620' class='answer answer-6 js-answer-label answerof-17430' value='67620' \/>&nbsp;<label for='answer-id-67620' id='answer-label-67620' class='js-answer-label answer label-6'><span class='answer'>Simple<\/span><\/label><\/div>\n<\/div><div class='show-question-feedback' style='display:none;'><\/div><input type='button' class='showchecked' style='margin: 10px 0;' onclick='showanswer1(6,this)' id='btn-6' value='See Answer'  \/><input type='hidden' id='questionType6' value='radio' class=''><\/div><div class='watu-question' id='question-7'><div class='question-content'><p><strong>Q31.<\/strong> What is the kurtosis value for the variable TLDel60Cnt24?<br \/>Response:<\/p>\n<\/div><input type='hidden' name='question_id[]' value='17431' \/><div class='watu-questions-wrap '><input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='67621' \/><div class='watu-question-choice'><input type='radio' name='answer-17431[]' id='answer-id-67621' class='answer answer-7 js-answer-label answerof-17431' value='67621' \/>&nbsp;<label for='answer-id-67621' id='answer-label-67621' class='js-answer-label answer label-7'><span class='answer'>less than 10<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='67622' \/><div class='watu-question-choice'><input type='radio' name='answer-17431[]' id='answer-id-67622' class='answer answer-7 js-answer-label answerof-17431' value='67622' \/>&nbsp;<label for='answer-id-67622' id='answer-label-67622' class='js-answer-label answer label-7'><span class='answer'>between 10 and 13.99<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='67623' \/><div class='watu-question-choice'><input type='radio' name='answer-17431[]' id='answer-id-67623' class='answer answer-7 php-answer-label answerof-17431' value='67623' \/>&nbsp;<label for='answer-id-67623' id='answer-label-67623' class='php-answer-label answer label-7'><span class='answer'>between 14 and 16.99<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='67624' \/><div class='watu-question-choice'><input type='radio' name='answer-17431[]' id='answer-id-67624' class='answer answer-7 js-answer-label answerof-17431' value='67624' \/>&nbsp;<label for='answer-id-67624' id='answer-label-67624' class='js-answer-label answer label-7'><span class='answer'>17 or higher<\/span><\/label><\/div>\n<\/div><div class='show-question-feedback' style='display:none;'><\/div><input type='button' class='showchecked' style='margin: 10px 0;' onclick='showanswer1(7,this)' id='btn-7' value='See Answer'  \/><input type='hidden' id='questionType7' value='radio' class=''><\/div><div class='watu-question' id='question-8'><div class='question-content'><p><strong>Q32.<\/strong> Perform these tasks in SAS Enterprise Miner:<br \/>*Continue to use the same diagram. Define and create the data set CREDIT_SCORE for scoring. The variables (their roles and measurement levels) in the CREDIT_SCORE data should be set as identical to those in the CREDIT dat a. The only exception is that the scoring data does not have a TARGET variable.<br \/>* Find the best model out of Decision Tree, Decision Tree (3-way), Regression, and Neural Network as defined by each of the four model&#8217;s overall performance in the validation data measured by average squared error. Now, use this best model to score the CREDIT_SCORE data.<br \/>CREDIT SCORE:<br \/><img decoding=\"async\" src=\"https:\/\/blog.trainingdump.com\/wp-content\/uploads\/2025\/03\/A00-255-e2ad2e0889300f11d5643d1840f1cc15.jpg\"\/><br \/>The percentage of TARGET=1 as predicted by the best model on the scoring data is in which of the following ranges?<br \/>Response:<\/p>\n<\/div><input type='hidden' name='question_id[]' value='17432' \/><div class='watu-questions-wrap '><input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='67625' \/><div class='watu-question-choice'><input type='radio' name='answer-17432[]' id='answer-id-67625' class='answer answer-8 php-answer-label answerof-17432' value='67625' \/>&nbsp;<label for='answer-id-67625' id='answer-label-67625' class='php-answer-label answer label-8'><span class='answer'>under 4.99%<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='67626' \/><div class='watu-question-choice'><input type='radio' name='answer-17432[]' id='answer-id-67626' class='answer answer-8 js-answer-label answerof-17432' value='67626' \/>&nbsp;<label for='answer-id-67626' id='answer-label-67626' class='js-answer-label answer label-8'><span class='answer'>5%-5.99%<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='67627' \/><div class='watu-question-choice'><input type='radio' name='answer-17432[]' id='answer-id-67627' class='answer answer-8 js-answer-label answerof-17432' value='67627' \/>&nbsp;<label for='answer-id-67627' id='answer-label-67627' class='js-answer-label answer label-8'><span class='answer'>6%-6.99%<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='67628' \/><div class='watu-question-choice'><input type='radio' name='answer-17432[]' id='answer-id-67628' class='answer answer-8 js-answer-label answerof-17432' value='67628' \/>&nbsp;<label for='answer-id-67628' id='answer-label-67628' class='js-answer-label answer label-8'><span class='answer'>7% or higher<\/span><\/label><\/div>\n<\/div><div class='show-question-feedback' style='display:none;'><\/div><input type='button' class='showchecked' style='margin: 10px 0;' onclick='showanswer1(8,this)' id='btn-8' value='See Answer'  \/><input type='hidden' id='questionType8' value='radio' class=''><\/div><div class='watu-question' id='question-9'><div class='question-content'><p><strong>Q33.<\/strong> For the variable TLCnt24, apply a Max Normal transformation. What transformation was selected by SAS Enterprise Miner?<br \/>Response:<\/p>\n<\/div><input type='hidden' name='question_id[]' value='17433' \/><div class='watu-questions-wrap '><input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='67629' \/><div class='watu-question-choice'><input type='radio' name='answer-17433[]' id='answer-id-67629' class='answer answer-9 js-answer-label answerof-17433' value='67629' \/>&nbsp;<label for='answer-id-67629' id='answer-label-67629' class='js-answer-label answer label-9'><span class='answer'>Log<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='67630' \/><div class='watu-question-choice'><input type='radio' name='answer-17433[]' id='answer-id-67630' class='answer answer-9 js-answer-label answerof-17433' value='67630' \/>&nbsp;<label for='answer-id-67630' id='answer-label-67630' class='js-answer-label answer label-9'><span class='answer'>Exponential<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='67631' \/><div class='watu-question-choice'><input type='radio' name='answer-17433[]' id='answer-id-67631' class='answer answer-9 js-answer-label answerof-17433' value='67631' \/>&nbsp;<label for='answer-id-67631' id='answer-label-67631' class='js-answer-label answer label-9'><span class='answer'>Square<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='67632' \/><div class='watu-question-choice'><input type='radio' name='answer-17433[]' id='answer-id-67632' class='answer answer-9 php-answer-label answerof-17433' value='67632' \/>&nbsp;<label for='answer-id-67632' id='answer-label-67632' class='php-answer-label answer label-9'><span class='answer'>Square Root<\/span><\/label><\/div>\n<\/div><div class='show-question-feedback' style='display:none;'><\/div><input type='button' class='showchecked' style='margin: 10px 0;' onclick='showanswer1(9,this)' id='btn-9' value='See Answer'  \/><input type='hidden' id='questionType9' value='radio' class=''><\/div><div class='watu-question' id='question-10'><div class='question-content'><p><strong>Q34.<\/strong> How many hidden layers are generally needed in an MLP-based neural network to capture a discontinuous relationship between inputs and target?<br \/>Response:<\/p>\n<\/div><input type='hidden' name='question_id[]' value='17434' \/><div class='watu-questions-wrap '><input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='67633' \/><div class='watu-question-choice'><input type='radio' name='answer-17434[]' id='answer-id-67633' class='answer answer-10 js-answer-label answerof-17434' value='67633' \/>&nbsp;<label for='answer-id-67633' id='answer-label-67633' class='js-answer-label answer label-10'><span class='answer'>no hidden layer, direct connection between inputs and output is preferred<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='67634' \/><div class='watu-question-choice'><input type='radio' name='answer-17434[]' id='answer-id-67634' class='answer answer-10 js-answer-label answerof-17434' value='67634' \/>&nbsp;<label for='answer-id-67634' id='answer-label-67634' class='js-answer-label answer label-10'><span class='answer'>one hidden layer<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='67635' \/><div class='watu-question-choice'><input type='radio' name='answer-17434[]' id='answer-id-67635' class='answer answer-10 php-answer-label answerof-17434' value='67635' \/>&nbsp;<label for='answer-id-67635' id='answer-label-67635' class='php-answer-label answer label-10'><span class='answer'>two hidden layers<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='67636' \/><div class='watu-question-choice'><input type='radio' name='answer-17434[]' id='answer-id-67636' class='answer answer-10 js-answer-label answerof-17434' value='67636' \/>&nbsp;<label for='answer-id-67636' id='answer-label-67636' class='js-answer-label answer label-10'><span class='answer'>three or more hidden layers<\/span><\/label><\/div>\n<\/div><div class='show-question-feedback' style='display:none;'><\/div><input type='button' class='showchecked' style='margin: 10px 0;' onclick='showanswer1(10,this)' id='btn-10' value='See Answer'  \/><input type='hidden' id='questionType10' value='radio' class=''><\/div><div class='watu-question' id='question-11'><div class='question-content'><p><strong>Q35.<\/strong> Perform these tasks in SAS Enterprise Miner:<br \/>&#8211; Use the Regression node to build another regression model with TARGET as the dependent variable and all other input variables as independent variables (main effects only).<br \/>&#8211; Configure the regression model to use Stepwise for Selection Model and Validation Error for Selection Criteri a. Do not change any other property for the regression model.<br \/>Which of the following variable(s) is (are) statistically significant at the 5% level in the selected model?<br \/>Response:<\/p>\n<\/div><input type='hidden' name='question_id[]' value='17435' \/><div class='watu-questions-wrap '><input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='67637' \/><div class='watu-question-choice'><input type='radio' name='answer-17435[]' id='answer-id-67637' class='answer answer-11 js-answer-label answerof-17435' value='67637' \/>&nbsp;<label for='answer-id-67637' id='answer-label-67637' class='js-answer-label answer label-11'><span class='answer'>IMP_TLOpen24Pct<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='67638' \/><div class='watu-question-choice'><input type='radio' name='answer-17435[]' id='answer-id-67638' class='answer answer-11 js-answer-label answerof-17435' value='67638' \/>&nbsp;<label for='answer-id-67638' id='answer-label-67638' class='js-answer-label answer label-11'><span class='answer'>TLDel3060Cnt24<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='67639' \/><div class='watu-question-choice'><input type='radio' name='answer-17435[]' id='answer-id-67639' class='answer answer-11 js-answer-label answerof-17435' value='67639' \/>&nbsp;<label for='answer-id-67639' id='answer-label-67639' class='js-answer-label answer label-11'><span class='answer'>TLTimeFirst<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='67640' \/><div class='watu-question-choice'><input type='radio' name='answer-17435[]' id='answer-id-67640' class='answer answer-11 php-answer-label answerof-17435' value='67640' \/>&nbsp;<label for='answer-id-67640' id='answer-label-67640' class='php-answer-label answer label-11'><span class='answer'>all of the above<\/span><\/label><\/div>\n<\/div><div class='show-question-feedback' style='display:none;'><\/div><input type='button' class='showchecked' style='margin: 10px 0;' onclick='showanswer1(11,this)' id='btn-11' value='See Answer'  \/><input type='hidden' id='questionType11' value='radio' class=''><\/div><div class='watu-question' id='question-12'><div class='question-content'><p><strong>Q36.<\/strong> Assume in a data mining project that the task is to predict rankings of a target variable as accurately as possible. Which of the following should be used to judge prediction models?<br \/>Response:<\/p>\n<\/div><input type='hidden' name='question_id[]' value='17436' \/><div class='watu-questions-wrap '><input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='67641' \/><div class='watu-question-choice'><input type='radio' name='answer-17436[]' id='answer-id-67641' class='answer answer-12 js-answer-label answerof-17436' value='67641' \/>&nbsp;<label for='answer-id-67641' id='answer-label-67641' class='js-answer-label answer label-12'><span class='answer'>misclassification<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='67642' \/><div class='watu-question-choice'><input type='radio' name='answer-17436[]' id='answer-id-67642' class='answer answer-12 php-answer-label answerof-17436' value='67642' \/>&nbsp;<label for='answer-id-67642' id='answer-label-67642' class='php-answer-label answer label-12'><span class='answer'>Gini coefficient<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='67643' \/><div class='watu-question-choice'><input type='radio' name='answer-17436[]' id='answer-id-67643' class='answer answer-12 js-answer-label answerof-17436' value='67643' \/>&nbsp;<label for='answer-id-67643' id='answer-label-67643' class='js-answer-label answer label-12'><span class='answer'>average squared error<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='67644' \/><div class='watu-question-choice'><input type='radio' name='answer-17436[]' id='answer-id-67644' class='answer answer-12 js-answer-label answerof-17436' value='67644' \/>&nbsp;<label for='answer-id-67644' id='answer-label-67644' class='js-answer-label answer label-12'><span class='answer'>KS statistic<\/span><\/label><\/div>\n<\/div><div class='show-question-feedback' style='display:none;'><\/div><input type='button' class='showchecked' style='margin: 10px 0;' onclick='showanswer1(12,this)' id='btn-12' value='See Answer'  \/><input type='hidden' id='questionType12' value='radio' class=''><\/div><div class='watu-question' id='question-13'><div class='question-content'><p><strong>Q37.<\/strong> Perform these tasks in SAS Enterprise Miner:<br \/>* Continue to use the same diagram. Define and create the data set CREDIT_SCORE for scoring. The variables (their roles and measurement levels) in the CREDIT_SCORE data should be set as identical to those in the CREDIT data. The only exception is that the scoring data does not have a TARGET variable.<br \/>* Find the best model out of Decision Tree, Decision Tree (3-way), Regression, and Neural Network as defined by each of the four model&#8217;s overall performance in the validation data measured by average squared error. Now, use this best model to score the CREDIT_SCORE data.<br \/>CREDIT SCORE:<br \/><img decoding=\"async\" src=\"https:\/\/blog.trainingdump.com\/wp-content\/uploads\/2025\/03\/A00-255-60825a7827cc76ab25d5d6fe330745a0.jpg\"\/><br \/>The median of the predicted probabilities of TARGET=1 in the scoring data is in which of the following ranges?<br \/>Response:<\/p>\n<\/div><input type='hidden' name='question_id[]' value='17437' \/><div class='watu-questions-wrap '><input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='67645' \/><div class='watu-question-choice'><input type='radio' name='answer-17437[]' id='answer-id-67645' class='answer answer-13 php-answer-label answerof-17437' value='67645' \/>&nbsp;<label for='answer-id-67645' id='answer-label-67645' class='php-answer-label answer label-13'><span class='answer'>less than 0.149999<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='67646' \/><div class='watu-question-choice'><input type='radio' name='answer-17437[]' id='answer-id-67646' class='answer answer-13 js-answer-label answerof-17437' value='67646' \/>&nbsp;<label for='answer-id-67646' id='answer-label-67646' class='js-answer-label answer label-13'><span class='answer'>0.15-0.499999<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='67647' \/><div class='watu-question-choice'><input type='radio' name='answer-17437[]' id='answer-id-67647' class='answer answer-13 js-answer-label answerof-17437' value='67647' \/>&nbsp;<label for='answer-id-67647' id='answer-label-67647' class='js-answer-label answer label-13'><span class='answer'>0.50-0.849999<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='67648' \/><div class='watu-question-choice'><input type='radio' name='answer-17437[]' id='answer-id-67648' class='answer answer-13 js-answer-label answerof-17437' value='67648' \/>&nbsp;<label for='answer-id-67648' id='answer-label-67648' class='js-answer-label answer label-13'><span class='answer'>0.85 or more<\/span><\/label><\/div>\n<\/div><div class='show-question-feedback' style='display:none;'><\/div><input type='button' class='showchecked' style='margin: 10px 0;' onclick='showanswer1(13,this)' id='btn-13' value='See Answer'  \/><input type='hidden' id='questionType13' value='radio' class=''><\/div><div class='watu-question' id='question-14'><div class='question-content'><p><strong>Q38.<\/strong> Assume that a company has an excellent customer segmentation in place and the segment scheme is a variable in the input data set. What is the best partition method that one should use?<br \/>Select one:<br \/>Response:<\/p>\n<\/div><input type='hidden' name='question_id[]' value='17438' \/><div class='watu-questions-wrap '><input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='67649' \/><div class='watu-question-choice'><input type='radio' name='answer-17438[]' id='answer-id-67649' class='answer answer-14 js-answer-label answerof-17438' value='67649' \/>&nbsp;<label for='answer-id-67649' id='answer-label-67649' class='js-answer-label answer label-14'><span class='answer'>Cluster<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='67650' \/><div class='watu-question-choice'><input type='radio' name='answer-17438[]' id='answer-id-67650' class='answer answer-14 php-answer-label answerof-17438' value='67650' \/>&nbsp;<label for='answer-id-67650' id='answer-label-67650' class='php-answer-label answer label-14'><span class='answer'>Stratify<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='67651' \/><div class='watu-question-choice'><input type='radio' name='answer-17438[]' id='answer-id-67651' class='answer answer-14 js-answer-label answerof-17438' value='67651' \/>&nbsp;<label for='answer-id-67651' id='answer-label-67651' class='js-answer-label answer label-14'><span class='answer'>Random<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='67652' \/><div class='watu-question-choice'><input type='radio' name='answer-17438[]' id='answer-id-67652' class='answer answer-14 js-answer-label answerof-17438' value='67652' \/>&nbsp;<label for='answer-id-67652' id='answer-label-67652' class='js-answer-label answer label-14'><span class='answer'>Systemic<\/span><\/label><\/div>\n<\/div><div class='show-question-feedback' style='display:none;'><\/div><input type='button' class='showchecked' style='margin: 10px 0;' onclick='showanswer1(14,this)' id='btn-14' value='See Answer'  \/><input type='hidden' id='questionType14' value='radio' class=''><\/div><div class='watu-question' id='question-15'><div class='question-content'><p><strong>Q39.<\/strong> You are building a model for a marketing campaign. Every responder to the campaign solicitation will generate $471 in gross revenue. The average cost per solicitation is $66. Incorporating the above information in a decision matrix, what would be the decision threshold (probability cutoff) generated in your model?<br \/>You may use a calculator for this question. On the certification exam, an on-screen calculator is provided for you.<br \/>Select one:<br \/>Response:<\/p>\n<\/div><input type='hidden' name='question_id[]' value='17439' \/><div class='watu-questions-wrap '><input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='67653' \/><div class='watu-question-choice'><input type='radio' name='answer-17439[]' id='answer-id-67653' class='answer answer-15 js-answer-label answerof-17439' value='67653' \/>&nbsp;<label for='answer-id-67653' id='answer-label-67653' class='js-answer-label answer label-15'><span class='answer'>0.16<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='67654' \/><div class='watu-question-choice'><input type='radio' name='answer-17439[]' id='answer-id-67654' class='answer answer-15 js-answer-label answerof-17439' value='67654' \/>&nbsp;<label for='answer-id-67654' id='answer-label-67654' class='js-answer-label answer label-15'><span class='answer'>0.86<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='67655' \/><div class='watu-question-choice'><input type='radio' name='answer-17439[]' id='answer-id-67655' class='answer answer-15 php-answer-label answerof-17439' value='67655' \/>&nbsp;<label for='answer-id-67655' id='answer-label-67655' class='php-answer-label answer label-15'><span class='answer'>0.14<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='67656' \/><div class='watu-question-choice'><input type='radio' name='answer-17439[]' id='answer-id-67656' class='answer answer-15 js-answer-label answerof-17439' value='67656' \/>&nbsp;<label for='answer-id-67656' id='answer-label-67656' class='js-answer-label answer label-15'><span class='answer'>0.20<\/span><\/label><\/div>\n<\/div><div class='show-question-feedback' style='display:none;'><\/div><input type='button' class='showchecked' style='margin: 10px 0;' onclick='showanswer1(15,this)' id='btn-15' value='See Answer'  \/><input type='hidden' id='questionType15' value='radio' class=''><\/div><div class='watu-question' id='question-16'><div class='question-content'><p><strong>Q40.<\/strong> Assume a variable is coded as follows: 1=unmarried, 2=married, 3=divorced, and 4=widowed. Then which of the following measurement levels should be selected in SAS Enterprise Miner for this variable?<br \/>Response:<\/p>\n<\/div><input type='hidden' name='question_id[]' value='17440' \/><div class='watu-questions-wrap '><input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='67657' \/><div class='watu-question-choice'><input type='radio' name='answer-17440[]' id='answer-id-67657' class='answer answer-16 js-answer-label answerof-17440' value='67657' \/>&nbsp;<label for='answer-id-67657' id='answer-label-67657' class='js-answer-label answer label-16'><span class='answer'>Unary<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='67658' \/><div class='watu-question-choice'><input type='radio' name='answer-17440[]' id='answer-id-67658' class='answer answer-16 php-answer-label answerof-17440' value='67658' \/>&nbsp;<label for='answer-id-67658' id='answer-label-67658' class='php-answer-label answer label-16'><span class='answer'>Nominal<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='67659' \/><div class='watu-question-choice'><input type='radio' name='answer-17440[]' id='answer-id-67659' class='answer answer-16 js-answer-label answerof-17440' value='67659' \/>&nbsp;<label for='answer-id-67659' id='answer-label-67659' class='js-answer-label answer label-16'><span class='answer'>Ordinal<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='67660' \/><div class='watu-question-choice'><input type='radio' name='answer-17440[]' id='answer-id-67660' class='answer answer-16 js-answer-label answerof-17440' value='67660' \/>&nbsp;<label for='answer-id-67660' id='answer-label-67660' class='js-answer-label answer label-16'><span class='answer'>Interval<\/span><\/label><\/div>\n<\/div><div class='show-question-feedback' style='display:none;'><\/div><input type='button' class='showchecked' style='margin: 10px 0;' onclick='showanswer1(16,this)' id='btn-16' value='See Answer'  \/><input type='hidden' id='questionType16' value='radio' class=''><\/div><div class='watu-question' id='question-17'><div class='question-content'><p><strong>Q41.<\/strong> Transformation of input variables to make their distributions more symmetric will likely have what impact in a logistic regression?<br \/>Select one:<br \/>Response:<\/p>\n<\/div><input type='hidden' name='question_id[]' value='17441' \/><div class='watu-questions-wrap '><input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='67661' \/><div class='watu-question-choice'><input type='radio' name='answer-17441[]' id='answer-id-67661' class='answer answer-17 php-answer-label answerof-17441' value='67661' \/>&nbsp;<label for='answer-id-67661' id='answer-label-67661' class='php-answer-label answer label-17'><span class='answer'>increase the performance of logistic regression<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='67662' \/><div class='watu-question-choice'><input type='radio' name='answer-17441[]' id='answer-id-67662' class='answer answer-17 js-answer-label answerof-17441' value='67662' \/>&nbsp;<label for='answer-id-67662' id='answer-label-67662' class='js-answer-label answer label-17'><span class='answer'>decrease the performance of logistic regression<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='67663' \/><div class='watu-question-choice'><input type='radio' name='answer-17441[]' id='answer-id-67663' class='answer answer-17 js-answer-label answerof-17441' value='67663' \/>&nbsp;<label for='answer-id-67663' id='answer-label-67663' class='js-answer-label answer label-17'><span class='answer'>neither increase nor decrease the performance of logistic regression<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='67664' \/><div class='watu-question-choice'><input type='radio' name='answer-17441[]' id='answer-id-67664' class='answer answer-17 js-answer-label answerof-17441' value='67664' \/>&nbsp;<label for='answer-id-67664' id='answer-label-67664' class='js-answer-label answer label-17'><span class='answer'>create convergence problems in maximum likelihood estimation<\/span><\/label><\/div>\n<\/div><div class='show-question-feedback' style='display:none;'><\/div><input type='button' class='showchecked' style='margin: 10px 0;' onclick='showanswer1(17,this)' id='btn-17' value='See Answer'  \/><input type='hidden' id='questionType17' value='radio' class=''><\/div><div class='watu-question' id='question-18'><div class='question-content'><p><strong>Q42.<\/strong> Perform these tasks in SAS Enterprise Miner:<br \/>&#8211; Add a Decision Tree node after the Impute node with TARGET as the dependent variable and all other input variables as independent variables (main effects only). Configure the decision tree to use 1 for Number of Surrogate Rules and Largest for Method in Subtree. Do not change any other property of the Decision Tree node.<br \/>&#8211; Add another Neural Network node after the decision tree with TARGET as the dependent variable and all other input variables as independent variables (main effects only). Configure the Neural Network model to use Average Error for Model Selection Criterion. Do not change any other property for the Neural Network node. Run the process flow.<br \/>In the validation data, the lift corresponding to the fourth decile is in which of the following ranges?<br \/>Response:<\/p>\n<\/div><input type='hidden' name='question_id[]' value='17442' \/><div class='watu-questions-wrap '><input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='67665' \/><div class='watu-question-choice'><input type='radio' name='answer-17442[]' id='answer-id-67665' class='answer answer-18 js-answer-label answerof-17442' value='67665' \/>&nbsp;<label for='answer-id-67665' id='answer-label-67665' class='js-answer-label answer label-18'><span class='answer'>0-1.24999<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='67666' \/><div class='watu-question-choice'><input type='radio' name='answer-17442[]' id='answer-id-67666' class='answer answer-18 js-answer-label answerof-17442' value='67666' \/>&nbsp;<label for='answer-id-67666' id='answer-label-67666' class='js-answer-label answer label-18'><span class='answer'>1.25-.49999<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='67667' \/><div class='watu-question-choice'><input type='radio' name='answer-17442[]' id='answer-id-67667' class='answer answer-18 php-answer-label answerof-17442' value='67667' \/>&nbsp;<label for='answer-id-67667' id='answer-label-67667' class='php-answer-label answer label-18'><span class='answer'>1.5-1.74999<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='67668' \/><div class='watu-question-choice'><input type='radio' name='answer-17442[]' id='answer-id-67668' class='answer answer-18 js-answer-label answerof-17442' value='67668' \/>&nbsp;<label for='answer-id-67668' id='answer-label-67668' class='js-answer-label answer label-18'><span class='answer'>1.75 or more<\/span><\/label><\/div>\n<\/div><div class='show-question-feedback' style='display:none;'><\/div><input type='button' class='showchecked' style='margin: 10px 0;' onclick='showanswer1(18,this)' id='btn-18' value='See Answer'  \/><input type='hidden' id='questionType18' value='radio' class=''><\/div><div class='watu-question' id='question-19'><div class='question-content'><p><strong>Q43.<\/strong> A separate sample has been taken such that the target distribution in the separate sample is different from the target distribution in the original sample.<br \/>What should be adjusted?<br \/>Select one:<br \/>Response:<\/p>\n<\/div><input type='hidden' name='question_id[]' value='17443' \/><div class='watu-questions-wrap '><input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='67669' \/><div class='watu-question-choice'><input type='radio' name='answer-17443[]' id='answer-id-67669' class='answer answer-19 js-answer-label answerof-17443' value='67669' \/>&nbsp;<label for='answer-id-67669' id='answer-label-67669' class='js-answer-label answer label-19'><span class='answer'>sensitivity<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='67670' \/><div class='watu-question-choice'><input type='radio' name='answer-17443[]' id='answer-id-67670' class='answer answer-19 js-answer-label answerof-17443' value='67670' \/>&nbsp;<label for='answer-id-67670' id='answer-label-67670' class='js-answer-label answer label-19'><span class='answer'>specificity<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='67671' \/><div class='watu-question-choice'><input type='radio' name='answer-17443[]' id='answer-id-67671' class='answer answer-19 php-answer-label answerof-17443' value='67671' \/>&nbsp;<label for='answer-id-67671' id='answer-label-67671' class='php-answer-label answer label-19'><span class='answer'>lift<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='67672' \/><div class='watu-question-choice'><input type='radio' name='answer-17443[]' id='answer-id-67672' class='answer answer-19 js-answer-label answerof-17443' value='67672' \/>&nbsp;<label for='answer-id-67672' id='answer-label-67672' class='js-answer-label answer label-19'><span class='answer'>confidence intervals<\/span><\/label><\/div>\n<\/div><div class='show-question-feedback' style='display:none;'><\/div><input type='button' class='showchecked' style='margin: 10px 0;' onclick='showanswer1(19,this)' id='btn-19' value='See Answer'  \/><input type='hidden' id='questionType19' value='radio' class=''><\/div><div class='watu-question' id='question-20'><div class='question-content'><p><strong>Q44.<\/strong> What is the average squared error in the training data?<br \/>Response:<\/p>\n<\/div><input type='hidden' name='question_id[]' value='17444' \/><div class='watu-questions-wrap '><input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='67673' \/><div class='watu-question-choice'><input type='radio' name='answer-17444[]' id='answer-id-67673' class='answer answer-20 php-answer-label answerof-17444' value='67673' \/>&nbsp;<label for='answer-id-67673' id='answer-label-67673' class='php-answer-label answer label-20'><span class='answer'>0.131583<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='67674' \/><div class='watu-question-choice'><input type='radio' name='answer-17444[]' id='answer-id-67674' class='answer answer-20 js-answer-label answerof-17444' value='67674' \/>&nbsp;<label for='answer-id-67674' id='answer-label-67674' class='js-answer-label answer label-20'><span class='answer'>0.131709<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='67675' \/><div class='watu-question-choice'><input type='radio' name='answer-17444[]' id='answer-id-67675' class='answer answer-20 js-answer-label answerof-17444' value='67675' \/>&nbsp;<label for='answer-id-67675' id='answer-label-67675' class='js-answer-label answer label-20'><span class='answer'>0.131208<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='67676' \/><div class='watu-question-choice'><input type='radio' name='answer-17444[]' id='answer-id-67676' class='answer answer-20 js-answer-label answerof-17444' value='67676' \/>&nbsp;<label for='answer-id-67676' id='answer-label-67676' class='js-answer-label answer label-20'><span class='answer'>0.133665<\/span><\/label><\/div>\n<\/div><div class='show-question-feedback' style='display:none;'><\/div><input type='button' class='showchecked' style='margin: 10px 0;' onclick='showanswer1(20,this)' id='btn-20' value='See Answer'  \/><input type='hidden' id='questionType20' value='radio' class=''><\/div><div class='watu-question' id='question-21'><div class='question-content'><p><strong>Q45.<\/strong> If we were to add a Transformation node, what would be the default transformation for interval inputs for the present scenario?<br \/>Response:<\/p>\n<\/div><input type='hidden' name='question_id[]' value='17445' \/><div class='watu-questions-wrap '><input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='67677' \/><div class='watu-question-choice'><input type='radio' name='answer-17445[]' id='answer-id-67677' class='answer answer-21 js-answer-label answerof-17445' value='67677' \/>&nbsp;<label for='answer-id-67677' id='answer-label-67677' class='js-answer-label answer label-21'><span class='answer'>Optimal<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='67678' \/><div class='watu-question-choice'><input type='radio' name='answer-17445[]' id='answer-id-67678' class='answer answer-21 js-answer-label answerof-17445' value='67678' \/>&nbsp;<label for='answer-id-67678' id='answer-label-67678' class='js-answer-label answer label-21'><span class='answer'>Maximum Normal<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='67679' \/><div class='watu-question-choice'><input type='radio' name='answer-17445[]' id='answer-id-67679' class='answer answer-21 js-answer-label answerof-17445' value='67679' \/>&nbsp;<label for='answer-id-67679' id='answer-label-67679' class='js-answer-label answer label-21'><span class='answer'>Maximum Correlation<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='67680' \/><div class='watu-question-choice'><input type='radio' name='answer-17445[]' id='answer-id-67680' class='answer answer-21 php-answer-label answerof-17445' value='67680' \/>&nbsp;<label for='answer-id-67680' id='answer-label-67680' class='php-answer-label answer label-21'><span class='answer'>none of the above<\/span><\/label><\/div>\n<\/div><div class='show-question-feedback' style='display:none;'><\/div><input type='button' class='showchecked' style='margin: 10px 0;' onclick='showanswer1(21,this)' id='btn-21' value='See Answer'  \/><input type='hidden' id='questionType21' value='radio' class=''><\/div><div class='watu-question' id='question-22'><div class='question-content'><p><strong>Q46.<\/strong> The Chi Square statistic for measuring association between the variables BanruptcyInd and TARGET is which of the following?<br \/>Response:<\/p>\n<\/div><input type='hidden' name='question_id[]' value='17446' \/><div class='watu-questions-wrap '><input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='67681' \/><div class='watu-question-choice'><input type='radio' name='answer-17446[]' id='answer-id-67681' class='answer answer-22 js-answer-label answerof-17446' value='67681' \/>&nbsp;<label for='answer-id-67681' id='answer-label-67681' class='js-answer-label answer label-22'><span class='answer'>less than 1.00<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='67682' \/><div class='watu-question-choice'><input type='radio' name='answer-17446[]' id='answer-id-67682' class='answer answer-22 php-answer-label answerof-17446' value='67682' \/>&nbsp;<label for='answer-id-67682' id='answer-label-67682' class='php-answer-label answer label-22'><span class='answer'>between 1.00 and 1.99<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='67683' \/><div class='watu-question-choice'><input type='radio' name='answer-17446[]' id='answer-id-67683' class='answer answer-22 js-answer-label answerof-17446' value='67683' \/>&nbsp;<label for='answer-id-67683' id='answer-label-67683' class='js-answer-label answer label-22'><span class='answer'>between 2.00 and 2.99<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='67684' \/><div class='watu-question-choice'><input type='radio' name='answer-17446[]' id='answer-id-67684' class='answer answer-22 js-answer-label answerof-17446' value='67684' \/>&nbsp;<label for='answer-id-67684' id='answer-label-67684' class='js-answer-label answer label-22'><span class='answer'>3.00 or higher<\/span><\/label><\/div>\n<\/div><div class='show-question-feedback' style='display:none;'><\/div><input type='button' class='showchecked' style='margin: 10px 0;' onclick='showanswer1(22,this)' id='btn-22' value='See Answer'  \/><input type='hidden' id='questionType22' value='radio' class=''><\/div><div class='watu-question' id='question-23'><div class='question-content'><p><strong>Q47.<\/strong> Assume the Target has an event proportion of 2% in the original data. Which of the following property values should be used in the Sample node of SAS Enterprise Miner to create a sample from that data with a balanced 50\/50 split for Target?<br \/>Select one:<br \/>Response:<\/p>\n<\/div><input type='hidden' name='question_id[]' value='17447' \/><div class='watu-questions-wrap '><input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='67685' \/><div class='watu-question-choice'><input type='radio' name='answer-17447[]' id='answer-id-67685' class='answer answer-23 js-answer-label answerof-17447' value='67685' \/>&nbsp;<label for='answer-id-67685' id='answer-label-67685' class='js-answer-label answer label-23'><span class='answer'>Sample Method: Stratify and Criterion: Proportional<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='67686' \/><div class='watu-question-choice'><input type='radio' name='answer-17447[]' id='answer-id-67686' class='answer answer-23 php-answer-label answerof-17447' value='67686' \/>&nbsp;<label for='answer-id-67686' id='answer-label-67686' class='php-answer-label answer label-23'><span class='answer'>Sample Method: Stratify and Criterion: Equal<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='67687' \/><div class='watu-question-choice'><input type='radio' name='answer-17447[]' id='answer-id-67687' class='answer answer-23 js-answer-label answerof-17447' value='67687' \/>&nbsp;<label for='answer-id-67687' id='answer-label-67687' class='js-answer-label answer label-23'><span class='answer'>Sample Method: Random and Criterion: Proportional<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='67688' \/><div class='watu-question-choice'><input type='radio' name='answer-17447[]' id='answer-id-67688' class='answer answer-23 js-answer-label answerof-17447' value='67688' \/>&nbsp;<label for='answer-id-67688' id='answer-label-67688' class='js-answer-label answer label-23'><span class='answer'>Sample Method: Random and Criterion: Equal<\/span><\/label><\/div>\n<\/div><div class='show-question-feedback' style='display:none;'><\/div><input type='button' class='showchecked' style='margin: 10px 0;' onclick='showanswer1(23,this)' id='btn-23' value='See Answer'  \/><input type='hidden' id='questionType23' value='radio' class=''><\/div><div class='watu-question' id='question-24'><div class='question-content'><p><strong>Q48.<\/strong> What percentage of observations in the test data has TARGET=1?<br \/>Response:<\/p>\n<\/div><input type='hidden' name='question_id[]' value='17448' \/><div class='watu-questions-wrap '><input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='67689' \/><div class='watu-question-choice'><input type='radio' name='answer-17448[]' id='answer-id-67689' class='answer answer-24 js-answer-label answerof-17448' value='67689' \/>&nbsp;<label for='answer-id-67689' id='answer-label-67689' class='js-answer-label answer label-24'><span class='answer'>16.5924<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='67690' \/><div class='watu-question-choice'><input type='radio' name='answer-17448[]' id='answer-id-67690' class='answer answer-24 js-answer-label answerof-17448' value='67690' \/>&nbsp;<label for='answer-id-67690' id='answer-label-67690' class='js-answer-label answer label-24'><span class='answer'>16.6627<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='67691' \/><div class='watu-question-choice'><input type='radio' name='answer-17448[]' id='answer-id-67691' class='answer answer-24 php-answer-label answerof-17448' value='67691' \/>&nbsp;<label for='answer-id-67691' id='answer-label-67691' class='php-answer-label answer label-24'><span class='answer'>16.8874<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='67692' \/><div class='watu-question-choice'><input type='radio' name='answer-17448[]' id='answer-id-67692' class='answer answer-24 js-answer-label answerof-17448' value='67692' \/>&nbsp;<label for='answer-id-67692' id='answer-label-67692' class='js-answer-label answer label-24'><span class='answer'>83.3333<\/span><\/label><\/div>\n<\/div><div class='show-question-feedback' style='display:none;'><\/div><input type='button' class='showchecked' style='margin: 10px 0;' onclick='showanswer1(24,this)' id='btn-24' value='See Answer'  \/><input type='hidden' id='questionType24' value='radio' class=''><\/div><div class='watu-question' id='question-25'><div class='question-content'><p><strong>Q49.<\/strong> A multilayer perceptron neural network is using three interval inputs to model one interval target (outcome). The neural network has ten hidden units and one hidden layer. How many weights, including biases are being estimated?<br \/>You may use a calculator for this question. On the certification exam, an on-screen calculator is provided for you.<br \/>Select one:<br \/>Response:<\/p>\n<\/div><input type='hidden' name='question_id[]' value='17449' \/><div class='watu-questions-wrap '><input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='67693' \/><div class='watu-question-choice'><input type='radio' name='answer-17449[]' id='answer-id-67693' class='answer answer-25 php-answer-label answerof-17449' value='67693' \/>&nbsp;<label for='answer-id-67693' id='answer-label-67693' class='php-answer-label answer label-25'><span class='answer'>51<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='67694' \/><div class='watu-question-choice'><input type='radio' name='answer-17449[]' id='answer-id-67694' class='answer answer-25 js-answer-label answerof-17449' value='67694' \/>&nbsp;<label for='answer-id-67694' id='answer-label-67694' class='js-answer-label answer label-25'><span class='answer'>50<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='67695' \/><div class='watu-question-choice'><input type='radio' name='answer-17449[]' id='answer-id-67695' class='answer answer-25 js-answer-label answerof-17449' value='67695' \/>&nbsp;<label for='answer-id-67695' id='answer-label-67695' class='js-answer-label answer label-25'><span class='answer'>41<\/span><\/label><\/div>\n<input type='hidden' name='answer_ids[]' class='watu-answer-ids' value='67696' \/><div class='watu-question-choice'><input type='radio' name='answer-17449[]' id='answer-id-67696' class='answer answer-25 js-answer-label answerof-17449' value='67696' \/>&nbsp;<label for='answer-id-67696' id='answer-label-67696' class='js-answer-label answer label-25'><span class='answer'>40<\/span><\/label><\/div>\n<\/div><div class='show-question-feedback' style='display:none;'><\/div><input type='button' class='showchecked' style='margin: 10px 0;' onclick='showanswer1(25,this)' id='btn-25' value='See Answer'  \/><input type='hidden' id='questionType25' value='radio' class=''><\/div><div style='display:none' id='question-26'><br \/><div class='question-content'><img decoding=\"async\" src=\"https:\/\/blog.trainingdump.com\/wp-content\/plugins\/watu\/loading.gif\" width=\"16\" height=\"16\" alt=\"Loading ...\" title=\"Loading ...\" \/>&nbsp;Loading &#8230;<\/div><\/div><br \/>\n<input type=\"button\" name=\"action\" onclick=\"Watu.submitResult()\" id=\"action-button\" style=\"margin:0 auto 20px auto;\" value=\"View Results\"  class=\"watu-submit-button\" \/>\n<input type=\"hidden\" name=\"no_ajax\" value=\"0\"><input type=\"hidden\" name=\"quiz_id\" value=\"883\" \/>\n<input type=\"hidden\" id=\"watuStartTime\" name=\"start_time\" value=\"2026-09-24 02:31:33\" \/>\n<\/form>\n<\/div>\n<div id=\"watu-loading-result\" style=\"display:none;\">\n\t<p align=\"center\"><img decoding=\"async\" src=\"https:\/\/blog.trainingdump.com\/wp-content\/plugins\/watu\/loading.gif\" width=\"16\" height=\"16\" alt=\"Loading\" title=\"Loading\" \/><\/p>\n<\/div>\t\n<script type=\"text\/javascript\">\nvar exam_id=0;\nvar question_ids='';\nvar watuURL='';\njQuery(function($){\nquestion_ids = \"17425,17426,17427,17428,17429,17430,17431,17432,17433,17434,17435,17436,17437,17438,17439,17440,17441,17442,17443,17444,17445,17446,17447,17448,17449\";\nexam_id = 883;\nWatu.exam_id = exam_id;\nWatu.qArr = question_ids.split(',');\nWatu.post_id = 3582;\nWatu.singlePage = '1';\nWatu.hAppID = \"0.43041400 1790217093\";\nwatuURL = \"https:\/\/blog.trainingdump.com\/wp-admin\/admin-ajax.php\";\nWatu.noAlertUnanswered = 0;\n});\n\nfunction showanswer1(e,q) {\n\tvar check = new Array();\n\tjQuery('.answer-' + e).each(function (i) {\n\t\tcheck.push(this.checked)\n\t})\n\tlet textval = jQuery('.watu-textarea-' + e).val()\n\tif (jQuery.inArray(true, check) >= 0 || textval !== '' && textval !== undefined) {\n\t\tjQuery(q).stop().fadeOut(300)\n\t\tjQuery('.php-answer-label.label-' + e).addClass(\n\t\t\t'correct-answer'\n\t\t)\n\t\tjQuery('.answer-' + e).each(function (i) {\n\t\t\tif (this.checked && this.className.match(\/js\\-answer\/)) {\n\t\t\t\tvar number = this.id.toString().replace(\/\\D\/g, '')\n\t\t\t\tif (number) {\n\t\t\t\t\tjQuery('#answer-label-' + number).addClass('user-answer')\n\t\t\t\t}\n\t\t\t}\n\t\t})\n\t\tjQuery(q).siblings('.show-question-feedback').stop().fadeIn(300)\n\t\ttextval = ''\n\t} else if (textval == '' || textval == undefined){\n\t\t\/\/jQuery(\".hint\").stop().fadeIn(300)\n\t\talert('Please first answer the question');\n\t}\n}\nvar btnisshow = jQuery(\".php-answer-label\").length\nif (btnisshow > 0) {\n\tjQuery('.showchecked').show()\n} else {\n\tjQuery('.showchecked').hide()\n}\n<\/script>\n<p><strong>Start your A00-255 Exam Questions Preparation: <a href=\"https:\/\/www.trainingdump.com\/SASInstitute\/A00-255-practice-exam-dumps.html\" target=\"_blank\">https:\/\/www.trainingdump.com\/SASInstitute\/A00-255-practice-exam-dumps.html<\/a><\/strong><\/p>\n\n","protected":false},"excerpt":{"rendered":"<p>[UPDATED] SASInstitute A00-255 Certification Exam Questions Quickly and Easily Pass SASInstitute Exam with A00-255 real Dumps SASInstitute A00-255 certification exam is a popular choice among professionals who want to establish themselves as experts in predictive modeling. A00-255 exam is designed to test the candidates&#8217; knowledge and skills in using SAS Enterprise Miner 14 to build [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":3583,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"rank_math_lock_modified_date":false,"footnotes":""},"categories":[5987,3045],"tags":[5984,5983,5986,5982,5985],"class_list":["post-3582","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-a00-255","category-sasinstitute","tag-a00-255-pdf-free","tag-a00-255-simulations-pdf","tag-a00-255-valid-dumps-files","tag-a00-255-valid-exam-book","tag-reliable-dumps-for-a00-255"],"_links":{"self":[{"href":"https:\/\/blog.trainingdump.com\/de\/wp-json\/wp\/v2\/posts\/3582","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/blog.trainingdump.com\/de\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blog.trainingdump.com\/de\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blog.trainingdump.com\/de\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/blog.trainingdump.com\/de\/wp-json\/wp\/v2\/comments?post=3582"}],"version-history":[{"count":1,"href":"https:\/\/blog.trainingdump.com\/de\/wp-json\/wp\/v2\/posts\/3582\/revisions"}],"predecessor-version":[{"id":3829,"href":"https:\/\/blog.trainingdump.com\/de\/wp-json\/wp\/v2\/posts\/3582\/revisions\/3829"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/blog.trainingdump.com\/de\/wp-json\/wp\/v2\/media\/3583"}],"wp:attachment":[{"href":"https:\/\/blog.trainingdump.com\/de\/wp-json\/wp\/v2\/media?parent=3582"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blog.trainingdump.com\/de\/wp-json\/wp\/v2\/categories?post=3582"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blog.trainingdump.com\/de\/wp-json\/wp\/v2\/tags?post=3582"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}