DEVELOPMENT... OpenML
Run
19449

Run 19449

Task 52 (Supervised Classification) heart-statlog Uploaded 13-06-2014 by Felicia West
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Flow

weka.Bagging_J48(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_J48(1)_I40
weka.Bagging_J48(1)_P100
weka.Bagging_J48(1)_S1
weka.Bagging_J48(1)_Wweka.classifiers.trees.J48
weka.Bagging_J48(1)_num-slots1
weka.J48(1)_C0.25
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
0.8774
Per class
F measure
0.7996
Per class
Kappa
0.5936
KB relative information score
133.5779
Mean absolute error
0.2607
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
0.7996
Per class
Predictive accuracy
0.8
Prior entropy
0.9912
Recall
0.8
Per class
Relative absolute error
0.5278
Root mean prior squared error
0.4969
Root mean squared error
0.3716
Root relative squared error
0.7478
SciMark benchmark
939.7477[559.05146496477781008.6129694937686473.6399836662232906.44530435465071750.9885882679507]