Run
190112

Run 190112

Task 1795 (Supervised Classification) credit-g Uploaded 25-02-2015 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
0.7659
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
F measure
0.736
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Kappa
0.3562
Cross-validation details (5 times 2-fold Crossvalidation)
KB relative information score
1319.2139
Cross-validation details (5 times 2-fold Crossvalidation)
Mean absolute error
0.2984
Cross-validation details (5 times 2-fold Crossvalidation)
Mean prior absolute error
0.4202
Cross-validation details (5 times 2-fold Crossvalidation)
Number of instances
5000
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7329
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Predictive accuracy
0.7446
Cross-validation details (5 times 2-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (5 times 2-fold Crossvalidation)
Recall
0.7446
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Relative absolute error
0.7103
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean squared error
0.4252
Cross-validation details (5 times 2-fold Crossvalidation)
Root relative squared error
0.9279
Cross-validation details (5 times 2-fold Crossvalidation)
SciMark benchmark
1310.3951
UserCPU time millis
22190
Cross-validation details (5 times 2-fold Crossvalidation)
UserCPU time millis testing
380
Cross-validation details (5 times 2-fold Crossvalidation)
UserCPU time millis training
21810
Cross-validation details (5 times 2-fold Crossvalidation)