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Run
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Run 22276

Task 48 (Supervised Classification) heart-c Uploaded 21-06-2014 by Felicia West
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Flow

weka.Bagging_DecisionStump(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_DecisionStump(1)_I10
weka.Bagging_DecisionStump(1)_P100
weka.Bagging_DecisionStump(1)_S1
weka.Bagging_DecisionStump(1)_Wweka.classifiers.trees.DecisionStump
weka.Bagging_DecisionStump(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
0.8537
Per class
F measure
0.7675
Per class
Kappa
0.5304
KB relative information score
91.2225
Mean absolute error
0.1446
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
0.7694
Per class
Predictive accuracy
0.769
Prior entropy
1.0792
Recall
0.769
Per class
Relative absolute error
0.7216
Root mean prior squared error
0.315
Root mean squared error
0.2546
Root relative squared error
0.8083
SciMark benchmark
932.7913[559.41007791153281012.3219999497024481.71462303608115853.88920306847021756.6205822745662]