DEVELOPMENT... OpenML
Run
32579

Run 32579

Task 4551 (Supervised Classification) 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)_I160
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
0.753
Per class
Build CPU time
2.4786
Build memory
842347200.6897
F measure
0.6962
Per class
Kappa
0.3763
KB relative information score
3955.6704
Mean absolute error
0.3673
Mean prior absolute error
0.4894
Number of instances
14730
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7031
Per class
Predictive accuracy
0.7038
Prior entropy
0.9846
Recall
0.7038
Per class
Relative absolute error
0.7505
Root mean prior squared error
0.4946
Root mean squared error
0.4399
Root relative squared error
0.8893
SciMark benchmark
920.6816