DEVELOPMENT... OpenML
Run
24183

Run 24183

Task 50 (Supervised Classification) heart-h Uploaded 01-07-2014 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)_I40
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
0.8873
Per class
F measure
0.8126
Per class
Kappa
0.5881
KB relative information score
128.9454
Mean absolute error
0.1018
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
0.8142
Per class
Predictive accuracy
0.8163
Prior entropy
1.0314
Recall
0.8163
Per class
Relative absolute error
0.5453
Root mean prior squared error
0.3037
Root mean squared error
0.2263
Root relative squared error
0.745
SciMark benchmark
896.203[538.1797821272396962.0344422444904457.49542741942486862.31580029432141660.989523093453]