Run
226536

Run 226536

Task 1814 (Supervised Classification) heart-h Uploaded 01-03-2015 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
0.822
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
F measure
0.7611
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Kappa
0.4771
Cross-validation details (5 times 2-fold Crossvalidation)
KB relative information score
615.6161
Cross-validation details (5 times 2-fold Crossvalidation)
Mean absolute error
0.1015
Cross-validation details (5 times 2-fold Crossvalidation)
Mean prior absolute error
0.1867
Cross-validation details (5 times 2-fold Crossvalidation)
Number of instances
1470
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7602
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Predictive accuracy
0.7639
Cross-validation details (5 times 2-fold Crossvalidation)
Prior entropy
1.0314
Cross-validation details (5 times 2-fold Crossvalidation)
Recall
0.7639
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Relative absolute error
0.5436
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean prior squared error
0.3037
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean squared error
0.2658
Cross-validation details (5 times 2-fold Crossvalidation)
Root relative squared error
0.8752
Cross-validation details (5 times 2-fold Crossvalidation)
SciMark benchmark
915.6729
UserCPU time millis
240
Cross-validation details (5 times 2-fold Crossvalidation)
UserCPU time millis testing
240
Cross-validation details (5 times 2-fold Crossvalidation)