Run
317904

Run 317904

Task 4261 (Supervised Classification) analcatdata_cyyoung8092 Uploaded 23-03-2015 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
0.7844
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.7468
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.295
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
217.7559
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.2597
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.375
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
970
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7409
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.7588
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.8153
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.7588
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.6925
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4315
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.4262
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.9875
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1335.5424
UserCPU time millis
60
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
60
Cross-validation details (10 times 10-fold Crossvalidation)