Run
389540

Run 389540

Task 1909 (Supervised Classification) credit-approval Uploaded 06-04-2015 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
0.9158
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.8551
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.707
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
4293.908
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.1961
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.494
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
6900
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8554
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.8549
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.9913
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.8549
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.397
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.497
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.3325
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.6691
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
942.3809
UserCPU time millis
38460
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
180
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
38280
Cross-validation details (10 times 10-fold Crossvalidation)