Run
222542

Run 222542

Task 3880 (Supervised Classification) arrhythmia Uploaded 01-03-2015 by Joaquin Vanschoren
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Flow

weka.JRip(4)William W. Cohen: Fast Effective Rule Induction. In: Twelfth International Conference on Machine Learning, 115-123, 1995.
weka.JRip(4)_F3
weka.JRip(4)_N2.0
weka.JRip(4)_O2
weka.JRip(4)_S1

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
0.7529
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7503
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4978
Cross-validation details (10-fold Crossvalidation)
KB relative information score
174.321
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.319
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4965
Cross-validation details (10-fold Crossvalidation)
Number of instances
452
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7509
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.75
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9949
Cross-validation details (10-fold Crossvalidation)
Recall
0.75
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6425
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9066
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
880.8372
UserCPU time millis
380
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
380
Cross-validation details (10-fold Crossvalidation)