DEVELOPMENT... OpenML
Run
20554

Run 20554

Task 48 (Supervised Classification) heart-c Uploaded 18-06-2014 by Felicia West
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Flow

weka.Bagging_RandomTree(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_RandomTree(1)_I10
weka.Bagging_RandomTree(1)_P100
weka.Bagging_RandomTree(1)_S1
weka.Bagging_RandomTree(1)_Wweka.classifiers.trees.RandomTree
weka.Bagging_RandomTree(1)_num-slots1
weka.RandomTree(1)_K0
weka.RandomTree(1)_M1.0
weka.RandomTree(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
0.8982
Per class
F measure
0.8167
Per class
Kappa
0.6299
KB relative information score
148.8902
Mean absolute error
0.1
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
0.8216
Per class
Predictive accuracy
0.8185
Prior entropy
1.0792
Recall
0.8185
Per class
Relative absolute error
0.4991
Root mean prior squared error
0.315
Root mean squared error
0.2254
Root relative squared error
0.7154
SciMark benchmark
939.0999[535.20730479064491009.9344946043965477.00655035355487907.07263143401181766.2785639901995]

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