Run
14374

Run 14374

Task 52 (Supervised Classification) heart-statlog 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)_C0.25
weka.J48(1)_M15

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
0.8232
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8212
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.637
Cross-validation details (10-fold Crossvalidation)
KB relative information score
134.0093
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2672
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4939
Cross-validation details (10-fold Crossvalidation)
Number of instances
270
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
0.8225
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8222
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.8222
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.541
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3835
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7718
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
947.2732[567.78666173126961014.9881711071126483.6674820550281909.90626928802961760.017229859821]