DEVELOPMENT... OpenML
Run
22051

Run 22051

Task 50 (Supervised Classification) heart-h Uploaded 21-06-2014 by Felicia West
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Flow

weka.Bagging_OneR(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_OneR(1)_I160
weka.Bagging_OneR(1)_P100
weka.Bagging_OneR(1)_S1
weka.Bagging_OneR(1)_Wweka.classifiers.rules.OneR
weka.Bagging_OneR(1)_num-slots1
weka.OneR(1)_B6

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
0.8783
Per class
F measure
0.7943
Per class
Kappa
0.5471
KB relative information score
151.1166
Mean absolute error
0.0823
Mean prior absolute error
0.1867
Number of instances
294
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7966
Per class
Predictive accuracy
0.7993
Prior entropy
1.0314
Recall
0.7993
Per class
Relative absolute error
0.4407
Root mean prior squared error
0.3037
Root mean squared error
0.2459
Root relative squared error
0.8096
SciMark benchmark
920.5438[540.3471747814706992.5084002640265471.14603042180164876.44267976111591722.2747798055427]