DEVELOPMENT... OpenML
Run
18128

Run 18128

Task 52 (Supervised Classification) heart-statlog Uploaded 10-06-2014 by Felicia West
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Flow

weka.Bagging_BFTree(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.BFTree(1)_Ctrue
weka.BFTree(1)_M2
weka.BFTree(1)_N5
weka.BFTree(1)_PPOSTPRUNED
weka.BFTree(1)_S1
weka.Bagging_BFTree(1)_I10
weka.Bagging_BFTree(1)_P100
weka.Bagging_BFTree(1)_S1
weka.Bagging_BFTree(1)_Wweka.classifiers.trees.BFTree
weka.Bagging_BFTree(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
0.8538
Per class
F measure
0.789
Per class
Kappa
0.5729
KB relative information score
129.2433
Mean absolute error
0.2688
Mean prior absolute error
0.4939
Number of instances
270
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7891
Per class
Predictive accuracy
0.7889
Prior entropy
0.9912
Recall
0.7889
Per class
Relative absolute error
0.5443
Root mean prior squared error
0.4969
Root mean squared error
0.3866
Root relative squared error
0.7781
SciMark benchmark
906.4194[561.39059440769631001.5359160908363479.99182613057724915.30723635829941573.8712646410706]