Run
389426

Run 389426

Task 282 (Supervised Classification) heart-statlog Uploaded 06-04-2015 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
0.9226
Per class
Cross-validation details (33% Holdout set)
F measure
0.819
Per class
Cross-validation details (33% Holdout set)
Kappa
0.6384
Cross-validation details (33% Holdout set)
KB relative information score
51.5606
Cross-validation details (33% Holdout set)
Mean absolute error
0.2245
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.4981
Cross-validation details (33% Holdout set)
Number of instances
89
Per class
Cross-validation details (33% Holdout set)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8254
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.8202
Cross-validation details (33% Holdout set)
Prior entropy
0.9912
Cross-validation details (33% Holdout set)
Recall
0.8202
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.4507
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.5012
Cross-validation details (33% Holdout set)
Root mean squared error
0.3456
Cross-validation details (33% Holdout set)
Root relative squared error
0.6896
Cross-validation details (33% Holdout set)
SciMark benchmark
946.6409
UserCPU time millis
860
Cross-validation details (33% Holdout set)
UserCPU time millis testing
20
UserCPU time millis training
840
Cross-validation details (33% Holdout set)