Run
22659

Run 22659

Task 30 (Supervised Classification) page-blocks Uploaded 22-06-2014 by Joaquin Vanschoren
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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
0.9894
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9709
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8472
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4330.52
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0163
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0762
Cross-validation details (10-fold Crossvalidation)
Number of instances
5473
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9709
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.972
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6391
Cross-validation details (10-fold Crossvalidation)
Recall
0.972
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2134
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1949
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0915
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4697
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
939.6099[567.23271965926381007.294772822431476.3716659079543913.39376464446721733.7565612664832]