DEVELOPMENT... OpenML
Run
191022

Run 191022

Task 4531 (Supervised Classification) heart-h 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
0.9133
Per class
F measure
0.8386
Per class
Kappa
0.6477
KB relative information score
1641.6912
Mean absolute error
0.2072
Mean prior absolute error
0.4614
Number of instances
2940
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8383
Per class
Predictive accuracy
0.8398
Prior entropy
0.9439
Recall
0.8398
Per class
Relative absolute error
0.449
Root mean prior squared error
0.4802
Root mean squared error
0.3355
Root relative squared error
0.6988
SciMark benchmark
939.5205
UserCPU time millis
7960
UserCPU time millis testing
30
UserCPU time millis training
7930