Run
444199

Run 444199

Task 4455 (Supervised Classification) mbagrade Uploaded 17-05-2015 by Joaquin Vanschoren
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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
0.7244
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.671
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.3401
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
121.4885
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.4089
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4988
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
610
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_45, amd64, Linux, 2.6.32-504.8.1.el6.x86_64]
Precision
0.6719
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.6721
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.9984
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.6721
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.8197
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4994
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.4543
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.9097
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
919.3788
UserCPU time millis
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
Cross-validation details (10 times 10-fold Crossvalidation)