Question: Analyze and compare the data between the charts Scheme: Relation: Instances: Attributes: 9 weka.classifiers.functions.LinearRegression -S 0 -R FIT 188 NUMUORS NUMUANDS TOTOTORS TOTOPANDS VG NLOGIC

Analyze and compare the data between the charts

Analyze and compare the data between the charts Scheme: Relation: Instances: Attributes: 9 weka.classifiers.functions.LinearRegression -S 0 -R FIT 188 NUMUORS NUMUANDS TOTOTORS TOTOPANDS VG NLOGIC LOC ELOC FAULTS 10-fold cross-validation Test mode: Classifier model (full training set) - Linear Regression Model FAULTS -0.0516 NUMUORS -+ 0.0341 * NUMUANDS + -0.0027 TOTOTORS -0.0372 * VG + 0.2119 * NLOGIC+ 0.0018 LOC+ 0.005 ELOC+ -0.3091 Time taken to build model: 0.05 seconds Cross-validation =

Scheme: Relation: Instances: Attributes: 9 weka.classifiers.functions.LinearRegression -S 0 -R FIT 188 NUMUORS NUMUANDS TOTOTORS TOTOPANDS VG NLOGIC LOC ELOC FAULTS 10-fold cross-validation Test mode: Classifier model (full training set) - Linear Regression Model FAULTS -0.0516 NUMUORS -+ 0.0341 * NUMUANDS + -0.0027 TOTOTORS -0.0372 * VG + 0.2119 * NLOGIC+ 0.0018 LOC+ 0.005 ELOC+ -0.3091 Time taken to build model: 0.05 seconds Cross-validation = Correlation coefficient Mean absolute error Root mean squared error Relative absolute error Root relative squared error Total Number of Instances 0.7935 1.7017 2.8612 58.8734 % 61.3972 % 188 Scheme: Relation: Instances: Attributes: 9 weka.classifiers.functions.LinearRegression -S 0 -R FIT 188 NUMUORS NUMUANDS TOTOTORS TOTOPANDS VG NLOGIC LOC ELOC FAULTS 10-fold cross-validation Test mode: Classifier model (full training set) - Linear Regression Model FAULTS -0.0516 NUMUORS -+ 0.0341 * NUMUANDS + -0.0027 TOTOTORS -0.0372 * VG + 0.2119 * NLOGIC+ 0.0018 LOC+ 0.005 ELOC+ -0.3091 Time taken to build model: 0.05 seconds Cross-validation = Correlation coefficient Mean absolute error Root mean squared error Relative absolute error Root relative squared error Total Number of Instances 0.7935 1.7017 2.8612 58.8734 % 61.3972 % 188

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