Run
225104

Run 225104

Task 257 (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
0.8413
Per class
Cross-validation details (33% Holdout set)
F measure
0.8094
Per class
Cross-validation details (33% Holdout set)
Kappa
0.6149
Cross-validation details (33% Holdout set)
KB relative information score
16.4517
Cross-validation details (33% Holdout set)
Mean absolute error
0.4425
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.4882
Cross-validation details (33% Holdout set)
Number of instances
121
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
0.8098
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.8099
Cross-validation details (33% Holdout set)
Prior entropy
0.9509
Cross-validation details (33% Holdout set)
Recall
0.8099
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.9064
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.505
Cross-validation details (33% Holdout set)
Root mean squared error
0.4509
Cross-validation details (33% Holdout set)
Root relative squared error
0.8928
Cross-validation details (33% Holdout set)
SciMark benchmark
876.0664