DEVELOPMENT... OpenML
Run
12191

Run 12191

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)_C0.01
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
0.7984
Per class
F measure
0.8015
Per class
Kappa
0.5968
KB relative information score
129.263
Mean absolute error
0.2729
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
0.8059
Per class
Predictive accuracy
0.8037
Prior entropy
0.9912
Recall
0.8037
Per class
Relative absolute error
0.5526
Root mean prior squared error
0.4969
Root mean squared error
0.4068
Root relative squared error
0.8187
SciMark benchmark
912.0829[557.443486323891845.5266224207252483.667533998868911.48812543402991762.2889234168845]