Run
390438

Run 390438

Task 4567 (Supervised Classification) audiology Uploaded 09-04-2015 by Joaquin Vanschoren
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.9821
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.9634
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.901
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
1802.6524
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.0823
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.3783
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
2260
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
0.9651
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.9642
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.8182
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.9642
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.2177
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4343
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.1802
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.415
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
946.9304
UserCPU time millis
350
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
310
Cross-validation details (10 times 10-fold Crossvalidation)