Run
443349

Run 443349

Task 259 (Supervised Classification) credit-approval Uploaded 16-05-2015 by Joaquin Vanschoren
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Flow

weka.KernelLogisticRegression_RBFKernel(1)Weka implementation of KernelLogisticRegression
weka.KernelLogisticRegression_RBFKernel(1)_S1
weka.KernelLogisticRegression_RBFKernel(1)_Kweka.classifiers.functions.supportVector.RBFKernel
weka.KernelLogisticRegression_RBFKernel(1)_L0.01
weka.KernelLogisticRegression_RBFKernel(1)_P1
weka.KernelLogisticRegression_RBFKernel(1)_E1
weka.RBFKernel(3)_G0.01
weka.RBFKernel(3)_C250007

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.

22 Evaluation measures

Area under ROC curve
0.9219
Per class
Cross-validation details (33% Holdout set)
F measure
0.8631
Per class
Cross-validation details (33% Holdout set)
Kappa
0.7258
Cross-validation details (33% Holdout set)
KB relative information score
145.3733
Cross-validation details (33% Holdout set)
Mean absolute error
0.1942
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.4978
Cross-validation details (33% Holdout set)
Number of instances
227
Per class
Cross-validation details (33% Holdout set)
OS information
[Oracle Corporation, 1.8.0_45, amd64, Linux, 2.6.32-504.8.1.el6.x86_64]
Precision
0.8645
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.8634
Cross-validation details (33% Holdout set)
Prior entropy
0.9913
Cross-validation details (33% Holdout set)
Recall
0.8634
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.3901
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.5008
Cross-validation details (33% Holdout set)
Root mean squared error
0.3233
Cross-validation details (33% Holdout set)
Root relative squared error
0.6456
Cross-validation details (33% Holdout set)
SciMark benchmark
730.6551
UserCPU time millis
55830
Cross-validation details (33% Holdout set)
UserCPU time millis testing
130
Cross-validation details (33% Holdout set)
UserCPU time millis training
55700
Cross-validation details (33% Holdout set)