DEVELOPMENT... OpenML
Run
12003

Run 12003

Task 52 (Supervised Classification) heart-statlog Uploaded 22-05-2014 by Felicia West
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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
F measure
0.751
Per class
Kappa
0.4949
KB relative information score
102.7617
Mean absolute error
0.3204
Mean prior absolute error
0.4939
Number of instances
270
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7591
Per class
Predictive accuracy
0.7556
Prior entropy
0.9912
Recall
0.7556
Per class
Relative absolute error
0.6488
Root mean prior squared error
0.4969
Root mean squared error
0.4241
Root relative squared error
0.8535
SciMark benchmark
947.924[565.57735973810441015.7906865781697483.8854846559526914.34946139689831760.0170946291457]