DEVELOPMENT... OpenML
Run
16973

Run 16973

Task 50 (Supervised Classification) heart-h Uploaded 06-06-2014 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)_I20
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
0.8828
Per class
F measure
0.8041
Per class
Kappa
0.5716
KB relative information score
132.0879
Mean absolute error
0.0992
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
0.8037
Per class
Predictive accuracy
0.8061
Prior entropy
1.0314
Recall
0.8061
Per class
Relative absolute error
0.5312
Root mean prior squared error
0.3037
Root mean squared error
0.2276
Root relative squared error
0.7495
SciMark benchmark
948.7379[562.83983636088461015.5230404536866484.75925509327664910.85475360997441769.7127006129608]

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