Assignment 3_Julian Jordan_CSCI4380

Assignment 3_Julian Jordan_CSCI4380 - Julian Jordan CSCI...

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Julian Jordan CSCI 4380 Homework 4 1. hw4a data set: hw4b data set:
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Julian Jordan CSCI 4380 Homework 4 2.) Hw4a Data Set Correctly Classified Instances (%) Kappa Statistic Root Mean Squared Error Root Relative Squared Error Weighte d Average FP Rate Weighte d Average F- Measure Weighte d Average ROC Area Incorrect ly Classifie d Instance s Mean Absolute Error Relative Absolute Error Weighte d Average TP Rate Weighte d Average Precision Weighte d Average MCC Weighte d Average PRC Area 1R 99.6 75 0.99 35 0.05 7 11.401 8 % 0.0 03 0.9 97 0.0 03 0.3 25 % 0.00 32 0.65 % 0.9 97 0.9 97 0.9 97 0.9 97 J48 99.5 75 % 0.99 15 0.06 51 13.022 % 0.0 04 0.9 96 0.0 04 0.4 25 % 0.00 68 1.3666 % 0.9 96 0.9 96 0.9 96 0.9 96 PART 99.6 25 % 0.99 25 0.06 09 12.189 1 % 0.0 04 0.9 96 0.0 04 0.3 75 % 0.00 52 1.0401 % 0.9 96 0.9 96 0.9 96 0.9 96 Logistic Regress ion 48.8 % - 0.02 4 0.50 04 100.07 81 % 0.5 12 0.4 88 0.5 12 51. 2 % 0.50 03 100.06 61 % 0.4 88 0.4 88 0.4 88 0.4 88 Hw4 b Data Set Correctly Classified Instances (%) Kappa Statistic Root Mean Squared Error Root Relative Squared Error
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