Run
225080

Run 225080

Task 50 (Supervised Classification) heart-h Uploaded 01-03-2015 by Joaquin Vanschoren
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Flow

weka.VFI(1)G. Demiroz, A. Guvenir: Classification by voting feature intervals. In: 9th European Conference on Machine Learning, 85-92, 1997.
weka.VFI(1)_B0.6

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
0.8924
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8228
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6282
Cross-validation details (10-fold Crossvalidation)
KB relative information score
32.5347
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1659
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1867
Cross-validation details (10-fold Crossvalidation)
Number of instances
294
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8377
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8197
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.0314
Cross-validation details (10-fold Crossvalidation)
Recall
0.8197
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8885
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3037
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2805
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9235
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1321.6263
UserCPU time millis training