DEVELOPMENT... OpenML
Run
32393

Run 32393

Task 2978 (Supervised Classification) meta_ensembles.arff 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
0.7025
Per class
Build CPU time
0.5481
Build memory
279929933.6216
F measure
0.6529
Per class
Kappa
0.3697
KB relative information score
195.0526
Mean absolute error
0.2373
Mean prior absolute error
0.2904
Number of instances
740
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6508
Per class
Predictive accuracy
0.6716
Prior entropy
1.5899
Recall
0.6716
Per class
Relative absolute error
0.8174
Root mean prior squared error
0.3782
Root mean squared error
0.3556
Root relative squared error
0.9404
SciMark benchmark
927.1504