Run
12003

Run 12003

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)_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
0.7941
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.751
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4949
Cross-validation details (10-fold Crossvalidation)
KB relative information score
102.7617
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3204
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
0.7591
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7556
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.7556
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6488
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4241
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8535
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
947.924[565.57735973810441015.7906865781697483.8854846559526914.34946139689831760.0170946291457]