Run
354936

Run 354936

Task 4545 (Supervised Classification) letter Uploaded 28-03-2015 by Joaquin Vanschoren
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Flow

weka.KernelLogisticRegression_PolyKernel(3)Weka implementation of KernelLogisticRegression
weka.PolyKernel(8)_E1.0
weka.PolyKernel(8)_C250007
weka.KernelLogisticRegression_PolyKernel(3)_S1
weka.KernelLogisticRegression_PolyKernel(3)_Kweka.classifiers.functions.supportVector.PolyKernel
weka.KernelLogisticRegression_PolyKernel(3)_L0.01
weka.KernelLogisticRegression_PolyKernel(3)_P1
weka.KernelLogisticRegression_PolyKernel(3)_E1

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
0.9658
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.9741
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.6355
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
14981.4126
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.038
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.078
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
200000
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
0.9748
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.9768
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.2455
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.9768
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.4871
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.1975
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.1368
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.6928
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1417.3093
UserCPU time millis
604770
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
24340
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
580430
Cross-validation details (10 times 10-fold Crossvalidation)