Run
8159

Run 8159

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)_C0.5
weka.J48(1)_M2

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
0.7632
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.773
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.539
Cross-validation details (10-fold Crossvalidation)
KB relative information score
137.5972
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2461
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
0.7736
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7741
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.7741
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4984
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4534
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9124
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
916.0509[564.8447996345401853.0123746388953489.62233730547183912.75766683510371760.0170946291457]