DEVELOPMENT... OpenML
Run
19959

Run 19959

Task 23 (Supervised Classification) cmc Uploaded 18-06-2014 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)_I80
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
0.7225
Per class
F measure
0.5405
Per class
Kappa
0.2859
KB relative information score
376.849
Mean absolute error
0.3499
Mean prior absolute error
0.4308
Number of instances
1473
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5408
Per class
Predictive accuracy
0.5431
Prior entropy
1.5392
Recall
0.5431
Per class
Relative absolute error
0.8122
Root mean prior squared error
0.4641
Root mean squared error
0.4331
Root relative squared error
0.9332
SciMark benchmark
919.4556[543.5464971832623988.4355182753967471.97440834681885887.72094109212331705.6005910675785]