DEVELOPMENT... OpenML
Run
26409

Run 26409

Task 50 (Supervised Classification) heart-h Uploaded 08-10-2014 by Felicia West
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Flow

weka.J48(3)Ross Quinlan (1993). C4.5: Programs for Machine Learning. Morgan Kaufmann Publishers, San Mateo, CA.
weka.J48(3)_C0.25
weka.J48(3)_M2

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

21 Evaluation measures

Area under ROC curve
0.7675
Per class
Build CPU time
0.008
Build memory
24990092.8435
F measure
0.7993
Per class
Kappa
0.5595
KB relative information score
111.7688
Mean absolute error
0.1162
Mean prior absolute error
0.1867
Number of instances
294
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7998
Per class
Predictive accuracy
0.8027
Prior entropy
1.0314
Recall
0.8027
Per class
Relative absolute error
0.6224
Root mean prior squared error
0.3037
Root mean squared error
0.2551
Root relative squared error
0.84
SciMark benchmark
947.3758