DEVELOPMENT... OpenML
Run
16471

Run 16471

Task 52 (Supervised Classification) heart-statlog Uploaded 04-06-2014 by Felicia West
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Flow

weka.SimpleCart(1)Leo Breiman, Jerome H. Friedman, Richard A. Olshen, Charles J. Stone (1984). Classification and Regression Trees. Wadsworth International Group, Belmont, California.
weka.SimpleCart(1)_C1.0
weka.SimpleCart(1)_M2.0
weka.SimpleCart(1)_N5
weka.SimpleCart(1)_S1

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
0.8113
Per class
F measure
0.7991
Per class
Kappa
0.5923
KB relative information score
128.0168
Mean absolute error
0.2747
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
0.7997
Per class
Predictive accuracy
0.8
Prior entropy
0.9912
Recall
0.8
Per class
Relative absolute error
0.5563
Root mean prior squared error
0.4969
Root mean squared error
0.4049
Root relative squared error
0.8149
SciMark benchmark
933.6352[550.5810130843906960.1171087695311483.88543266528814912.43998791392861761.1524117823017]