Homework 4_Julian Jordan_CSCI4380

Homework 4_Julian Jordan_CSCI4380 - Julian Jordan CSCI 4380...

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Julian Jordan CSCI 4380 Homework 4 I.) 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 Weighted Average FP Rate Weighted Average F- Measure Weighted Average ROC Area Incorrectly Classified Instances (%) Mean Absolute Error Relative Absolute Error Weighted Average TP Rate Weighted Average Precision Weighted Average MCC Weighted Average PRC Area 1R 99.675% 0.9935 0.057 11.4018 % 0.003 0.997 0.003 0.325 % 0.0032 0.65 % 0.997 0.997 0.997 0.997 J48 99.575 % 0.9915 0.0651 13.022 % 0.004 0.996 0.004 0.425 % 0.0068 1.3666 % 0.996 0.996 0.996 0.996 PART 99.625 % 0.9925 0.0609 12.1891 % 0.004 0.996 0.004 0.375 % 0.0052 1.0401 % 0.996 0.996 0.996 0.996 Logistic Regression 48.8 % -0.024 0.5004 100.0781 % 0.512 0.488 0.512 51.2 % 0.5003 100.0661 % 0.488 0.488 0.488 0.488 Hw4b Data Set Correctly Classified Instances (%) Kappa Statistic Root Mean Squared Error Root Relative Squared Error Weighted Average FP Rate Weighted Average F- Measure Weighted Average ROC Area Incorrectly Classified Instances (%) Mean Absolute Error Relative Absolute Error Weighted Average TP Rate Weighted Average Precision Weighted Average MCC Weighted Average PRC Area 1R 88.6889 % 0.7585 0.3363 71.3442 % 0.088 0.889 0.088 11.3111 % 0.1131 25.4484 % 0.887 0.901
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