Run
13875

Run 13875

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)_M10

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
0.791
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6581
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5164
Cross-validation details (10-fold Crossvalidation)
KB relative information score
201.5049
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0513
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
0.633
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6925
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.5222
Cross-validation details (10-fold Crossvalidation)
Recall
0.6925
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5996
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2055
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.175
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8517
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
909.4735[558.51442812634921015.7906865781697483.88543266528814908.01521433887441581.1619395961168]