Run
271960

Run 271960

Task 4335 (Supervised Classification) analcatdata_apnea3 Uploaded 06-03-2015 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
0.9164
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.922
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.6339
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
1812.5282
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.1133
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.2158
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
4500
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
0.9215
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.9227
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.5405
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.9227
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.525
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.3275
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.2334
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.7126
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1261.7298
UserCPU time millis
120
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
10
UserCPU time millis training
110
Cross-validation details (10 times 10-fold Crossvalidation)