Run
265491

Run 265491

Task 280 (Supervised Classification) heart-h Uploaded 05-03-2015 by Joaquin Vanschoren
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Flow

weka.KStar(3)John G. Cleary, Leonard E. Trigg: K*: An Instance-based Learner Using an Entropic Distance Measure. In: 12th International Conference on Machine Learning, 108-114, 1995.
weka.KStar(3)_B20
weka.KStar(3)_Ma

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
0.8594
Per class
Cross-validation details (33% Holdout set)
F measure
0.8177
Per class
Cross-validation details (33% Holdout set)
Kappa
0.5975
Cross-validation details (33% Holdout set)
KB relative information score
48.7661
Cross-validation details (33% Holdout set)
Mean absolute error
0.0859
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.1867
Cross-validation details (33% Holdout set)
Number of instances
97
Per class
Cross-validation details (33% Holdout set)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8275
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.8247
Cross-validation details (33% Holdout set)
Prior entropy
1.0314
Cross-validation details (33% Holdout set)
Recall
0.8247
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.4597
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.3038
Cross-validation details (33% Holdout set)
Root mean squared error
0.2373
Cross-validation details (33% Holdout set)
Root relative squared error
0.7811
Cross-validation details (33% Holdout set)
SciMark benchmark
1268.9931
UserCPU time millis
350
Cross-validation details (33% Holdout set)
UserCPU time millis testing
350
Cross-validation details (33% Holdout set)