DEVELOPMENT... OpenML
Run
9503

Run 9503

Task 23 (Supervised Classification) cmc Uploaded 22-05-2014 by Felicia West
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Flow

weka.Bagging_REPTree(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_REPTree(1)_I100
weka.Bagging_REPTree(1)_P100
weka.Bagging_REPTree(1)_S1
weka.Bagging_REPTree(1)_Wweka.classifiers.trees.REPTree
weka.Bagging_REPTree(1)_num-slots1
weka.REPTree(1)_I0.0
weka.REPTree(1)_L-1
weka.REPTree(1)_M2
weka.REPTree(1)_N3
weka.REPTree(1)_S1
weka.REPTree(1)_V0.001

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
0.7187
Per class
F measure
0.5338
Per class
Kappa
0.2754
KB relative information score
346.3022
Mean absolute error
0.3595
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
0.5335
Per class
Predictive accuracy
0.537
Prior entropy
1.5392
Recall
0.537
Per class
Relative absolute error
0.8345
Root mean prior squared error
0.4641
Root mean squared error
0.4307
Root relative squared error
0.928
SciMark benchmark
935.9532[561.75225868521781015.2555353338006436.48040949170473910.22226140528711756.0556588021248]