DEVELOPMENT... OpenML
Run
92024

Run 92024

Task 280 (Supervised Classification) heart-h Uploaded 08-12-2014 by Felicia West
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Flow

weka.J48(13)Ross Quinlan (1993). C4.5: Programs for Machine Learning. Morgan Kaufmann Publishers, San Mateo, CA.
weka.J48(13)_C0.25
weka.J48(13)_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
0.7373
Per class
Build CPU time
0.003
Build memory
75233888
F measure
0.7749
Per class
Kappa
0.5028
KB relative information score
32.5671
Mean absolute error
0.1253
Mean prior absolute error
0.1867
Number of instances
97
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7817
Per class
Predictive accuracy
0.7835
Prior entropy
1.0314
Recall
0.7835
Per class
Relative absolute error
0.671
Root mean prior squared error
0.3038
Root mean squared error
0.2622
Root relative squared error
0.863
SciMark benchmark
947.7747