Run
466937

Run 466937

Task 4608 (Supervised Classification) pc3 Uploaded 22-07-2015 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
0.8271
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.8713
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.1985
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
-1101.1341
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.1482
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.1842
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
15630
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
0.8643
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.8941
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.478
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.8941
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.8048
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.3031
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.2815
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.9287
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
904.6764
UserCPU time millis
135570
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
1160
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
134410
Cross-validation details (10 times 10-fold Crossvalidation)