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Run
17957

Run 17957

Task 31 (Supervised Classification) credit-g Uploaded 09-06-2014 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
0.7884
Per class
F measure
0.7537
Per class
Kappa
0.3933
KB relative information score
222.8141
Mean absolute error
0.3234
Mean prior absolute error
0.4202
Number of instances
1000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7558
Per class
Predictive accuracy
0.768
Prior entropy
0.8818
Recall
0.768
Per class
Relative absolute error
0.7696
Root mean prior squared error
0.4583
Root mean squared error
0.4034
Root relative squared error
0.8802
SciMark benchmark
947.9835[566.67985740389281014.7208839634673483.0148066605872914.34946139689831761.152276377127]