Run
1664757

Run 1664757

Task 3896 (Supervised Classification) ada_agnostic 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
0.8954
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.835
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5454
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1851.2322
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2133
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3732
Cross-validation details (10-fold Crossvalidation)
Number of instances
4562
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8336
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8404
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8085
Cross-validation details (10-fold Crossvalidation)
Recall
0.8404
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5716
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4319
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3297
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7634
Cross-validation details (10-fold Crossvalidation)