OpenML
190445

Run 190445

Task 3663 (Supervised Classification) cholesterol Uploaded 26-02-2015 by Joaquin Vanschoren
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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
0.5657
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.562
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1139
Cross-validation details (10-fold Crossvalidation)
KB relative information score
15.9928
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.472
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4955
Cross-validation details (10-fold Crossvalidation)
Number of instances
303
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5614
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5644
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9935
Cross-validation details (10-fold Crossvalidation)
Recall
0.5644
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9526
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4977
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5232
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0513
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
939.5088
UserCPU time millis
4670
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
40
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
4630
Cross-validation details (10-fold Crossvalidation)