DEVELOPMENT... OpenML
Run
8159

Run 8159

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)_C0.5
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
F measure
0.773
Per class
Kappa
0.539
KB relative information score
137.5972
Mean absolute error
0.2461
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
0.7736
Per class
Predictive accuracy
0.7741
Prior entropy
0.9912
Recall
0.7741
Per class
Relative absolute error
0.4984
Root mean prior squared error
0.4969
Root mean squared error
0.4534
Root relative squared error
0.9124
SciMark benchmark
916.0509[564.8447996345401853.0123746388953489.62233730547183912.75766683510371760.0170946291457]