DEVELOPMENT... OpenML
Run
191040

Run 191040

Task 4567 (Supervised Classification) audiology Uploaded 26-02-2015 by Felicia West
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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
0.9821
Per class
F measure
0.9634
Per class
Kappa
0.901
KB relative information score
1802.6524
Mean absolute error
0.0823
Mean prior absolute error
0.3783
Number of instances
2260
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9651
Per class
Predictive accuracy
0.9642
Prior entropy
0.8182
Recall
0.9642
Per class
Relative absolute error
0.2177
Root mean prior squared error
0.4343
Root mean squared error
0.1802
Root relative squared error
0.415
SciMark benchmark
1350.9691
UserCPU time millis
370
UserCPU time millis testing
30
UserCPU time millis training
340