Run
225144

Run 225144

Task 1791 (Supervised Classification) colic 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
0.8168
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
F measure
0.7915
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Kappa
0.5544
Cross-validation details (5 times 2-fold Crossvalidation)
KB relative information score
159.8049
Cross-validation details (5 times 2-fold Crossvalidation)
Mean absolute error
0.4283
Cross-validation details (5 times 2-fold Crossvalidation)
Mean prior absolute error
0.4662
Cross-validation details (5 times 2-fold Crossvalidation)
Number of instances
1840
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7926
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Predictive accuracy
0.7908
Cross-validation details (5 times 2-fold Crossvalidation)
Prior entropy
0.9509
Cross-validation details (5 times 2-fold Crossvalidation)
Recall
0.7908
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Relative absolute error
0.9189
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean prior squared error
0.4827
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean squared error
0.4594
Cross-validation details (5 times 2-fold Crossvalidation)
Root relative squared error
0.9518
Cross-validation details (5 times 2-fold Crossvalidation)
SciMark benchmark
1321.6263
UserCPU time millis
Cross-validation details (5 times 2-fold Crossvalidation)
UserCPU time millis testing
Cross-validation details (5 times 2-fold Crossvalidation)