DEVELOPMENT... OpenML
Run
32299

Run 32299

Task 3724 (Supervised Classification) vinnie 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
0.9075
Per class
Build CPU time
0.1873
Build memory
1413475013.6
F measure
0.8421
Per class
Kappa
0.6839
KB relative information score
207.2313
Mean absolute error
0.2458
Mean prior absolute error
0.4997
Number of instances
380
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8421
Per class
Predictive accuracy
0.8421
Prior entropy
0.9995
Recall
0.8421
Per class
Relative absolute error
0.4919
Root mean prior squared error
0.4998
Root mean squared error
0.3473
Root relative squared error
0.6948
SciMark benchmark
945.9584