Run
1664733

Run 1664733

Task 3019 (Supervised Classification) Australian Uploaded 19-07-2016 by Jan van Rijn
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weka.KernelLogisticRegression_RBFKernel(3)Weka implementation of KernelLogisticRegression
weka.RBFKernel(4)_G0.01
weka.RBFKernel(4)_C250007
weka.KernelLogisticRegression_RBFKernel(3)_S1
weka.KernelLogisticRegression_RBFKernel(3)_Kweka.classifiers.functions.supportVector.RBFKernel
weka.KernelLogisticRegression_RBFKernel(3)_L0.01
weka.KernelLogisticRegression_RBFKernel(3)_P1
weka.KernelLogisticRegression_RBFKernel(3)_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
0.934
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8654
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7277
Cross-validation details (10-fold Crossvalidation)
KB relative information score
444.1073
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1868
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.494
Cross-validation details (10-fold Crossvalidation)
Number of instances
690
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8657
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8652
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9913
Cross-validation details (10-fold Crossvalidation)
Recall
0.8652
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3782
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.497
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3104
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6245
Cross-validation details (10-fold Crossvalidation)