DEVELOPMENT... OpenML
Run
31293

Run 31293

Task 2272 (Supervised Classification) meta_all.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)_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
0.7319
Per class
Build CPU time
0.4278
Build memory
1296416704.7887
F measure
0.6166
Per class
Kappa
0.3505
KB relative information score
23.0343
Mean absolute error
0.1641
Mean prior absolute error
0.2065
Number of instances
71
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5975
Per class
Predictive accuracy
0.6479
Prior entropy
1.9094
Recall
0.6479
Per class
Relative absolute error
0.7946
Root mean prior squared error
0.317
Root mean squared error
0.2916
Root relative squared error
0.9198
SciMark benchmark
943.918