Run
10068

Run 10068

Task 5 (Supervised Classification) arrhythmia Uploaded 22-05-2014 by Joaquin Vanschoren
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Flow

weka.J48(1)Ross Quinlan (1993). C4.5: Programs for Machine Learning. Morgan Kaufmann Publishers, San Mateo, CA.
weka.J48(1)_C0.9
weka.J48(1)_M20

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

19 Evaluation measures

Area under ROC curve
0.7512
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6516
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5263
Cross-validation details (10-fold Crossvalidation)
KB relative information score
178.9907
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0562
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0855
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
0.6228
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6991
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.5222
Cross-validation details (10-fold Crossvalidation)
Recall
0.6991
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6566
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2055
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1742
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8479
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
931.3256[560.84905630822271014.9881711071126483.2321174670136899.91071193929471697.6479081073383]