DEVELOPMENT... OpenML
Run
30495

Run 30495

Task 3890 (Supervised Classification) ada_prior Uploaded 13-10-2014 by Felicia West
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Flow

weka.Bagging_J48(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_J48(2)_I80
weka.Bagging_J48(2)_P100
weka.Bagging_J48(2)_S1
weka.Bagging_J48(2)_Wweka.classifiers.trees.J48
weka.Bagging_J48(2)_num-slots1
weka.J48(3)_C0.25
weka.J48(3)_M2

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

21 Evaluation measures

Area under ROC curve
0.8909
Per class
Build CPU time
5.4836
Build memory
833043373.1714
F measure
0.8369
Per class
Kappa
0.5491
KB relative information score
1933.1427
Mean absolute error
0.208
Mean prior absolute error
0.3732
Number of instances
4562
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8362
Per class
Predictive accuracy
0.8433
Prior entropy
0.8085
Recall
0.8433
Per class
Relative absolute error
0.5574
Root mean prior squared error
0.4319
Root mean squared error
0.3299
Root relative squared error
0.7638
SciMark benchmark
927.0813