Run
390216

Run 390216

Task 4336 (Supervised Classification) analcatdata_apnea2 Uploaded 07-04-2015 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
0.9398
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.9437
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.7618
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
2891.0316
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.0899
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.2343
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
4750
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
0.9447
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.9429
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.5744
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.9429
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.3837
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.3414
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.2006
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.5875
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
922.5036
UserCPU time millis
770
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
40
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
730
Cross-validation details (10 times 10-fold Crossvalidation)