DEVELOPMENT... OpenML
Run
26406

Run 26406

Task 48 (Supervised Classification) heart-c 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
0.7885
Per class
Build CPU time
0.0038
Build memory
151860817.0561
F measure
0.7951
Per class
Kappa
0.5865
KB relative information score
148.0247
Mean absolute error
0.0998
Mean prior absolute error
0.2004
Number of instances
303
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7951
Per class
Predictive accuracy
0.7954
Prior entropy
1.0792
Recall
0.7954
Per class
Relative absolute error
0.4979
Root mean prior squared error
0.315
Root mean squared error
0.2703
Root relative squared error
0.8581
SciMark benchmark
941.6448