DEVELOPMENT... OpenML
Run
32769

Run 32769

Task 2956 (Supervised Classification) BNG(cmc) 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
0.7184
Per class
Build CPU time
576.1617
Build memory
2034204441.1989
F measure
0.5429
Per class
Kappa
0.2907
KB relative information score
146324.92
Mean absolute error
0.3503
Mean prior absolute error
0.4307
Number of instances
552960
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5422
Per class
Predictive accuracy
0.5442
Prior entropy
1.5387
Recall
0.5442
Per class
Relative absolute error
0.8134
Root mean prior squared error
0.4641
Root mean squared error
0.4391
Root relative squared error
0.9462
SciMark benchmark
945.3374