DEVELOPMENT... OpenML
Run
21636

Run 21636

Task 48 (Supervised Classification) heart-c Uploaded 19-06-2014 by Felicia West
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Flow

weka.Bagging_RandomForest(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_RandomForest(1)_I160
weka.Bagging_RandomForest(1)_P100
weka.Bagging_RandomForest(1)_S1
weka.Bagging_RandomForest(1)_Wweka.classifiers.trees.RandomForest
weka.Bagging_RandomForest(1)_num-slots1
weka.RandomForest(1)_I10
weka.RandomForest(1)_K0
weka.RandomForest(1)_S1
weka.RandomForest(1)_num-slots1

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
0.9028
Per class
F measure
0.8311
Per class
Kappa
0.6589
KB relative information score
137.3789
Mean absolute error
0.1103
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
0.832
Per class
Predictive accuracy
0.8317
Prior entropy
1.0792
Recall
0.8317
Per class
Relative absolute error
0.5506
Root mean prior squared error
0.315
Root mean squared error
0.2246
Root relative squared error
0.713
SciMark benchmark
921.5549[565.57735973810441014.9881711071126432.6115130204199884.72492328321121709.8726748745657]