DEVELOPMENT... OpenML
Run
8062

Run 8062

Task 48 (Supervised Classification) heart-c Uploaded 22-05-2014 by Felicia West
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Flow

weka.Bagging_REPTree(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_REPTree(1)_I20
weka.Bagging_REPTree(1)_P100
weka.Bagging_REPTree(1)_S1
weka.Bagging_REPTree(1)_Wweka.classifiers.trees.REPTree
weka.Bagging_REPTree(1)_num-slots1
weka.REPTree(1)_I0.0
weka.REPTree(1)_L-1
weka.REPTree(1)_M2
weka.REPTree(1)_N3
weka.REPTree(1)_S1
weka.REPTree(1)_V0.001

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
0.8841
Per class
F measure
0.8271
Per class
Kappa
0.6507
KB relative information score
134.3414
Mean absolute error
0.113
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
0.8305
Per class
Predictive accuracy
0.8284
Prior entropy
1.0792
Recall
0.8284
Per class
Relative absolute error
0.5641
Root mean prior squared error
0.315
Root mean squared error
0.2298
Root relative squared error
0.7294
SciMark benchmark
943.6742[564.84479963454011016.0584738187666485.1973770046736892.25324449793121760.017229859821]