Run
1664705

Run 1664705

Task 3918 (Supervised Classification) pc1 Uploaded 19-07-2016 by Jan van Rijn
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Flow

weka.KernelLogisticRegression_PolyKernel(4)Weka implementation of KernelLogisticRegression
weka.PolyKernel(9)_E1.0
weka.PolyKernel(9)_C250007
weka.KernelLogisticRegression_PolyKernel(4)_S1
weka.KernelLogisticRegression_PolyKernel(4)_Kweka.classifiers.functions.supportVector.PolyKernel
weka.KernelLogisticRegression_PolyKernel(4)_L0.01
weka.KernelLogisticRegression_PolyKernel(4)_P1
weka.KernelLogisticRegression_PolyKernel(4)_E1

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.8094
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9059
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1376
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-260.6038
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1155
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1299
Cross-validation details (10-fold Crossvalidation)
Number of instances
1109
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.898
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9261
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3667
Cross-validation details (10-fold Crossvalidation)
Recall
0.9261
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8893
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2542
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2529
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9951
Cross-validation details (10-fold Crossvalidation)