Run
1801091

Run 1801091

Task 3964 (Supervised Classification) OVA_Lung Uploaded 26-07-2016 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
0.9494
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9633
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7706
Cross-validation details (10-fold Crossvalidation)
KB relative information score
818.7394
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0458
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1503
Cross-validation details (10-fold Crossvalidation)
Number of instances
1545
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9679
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9612
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4095
Cross-validation details (10-fold Crossvalidation)
Recall
0.9612
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3048
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2737
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1903
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6954
Cross-validation details (10-fold Crossvalidation)
Total cost