DEVELOPMENT... OpenML
Run
28530

Run 28530

Task 1787 (Supervised Classification) cmc Uploaded 09-10-2014 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)_I20
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
0.7016
Per class
Build CPU time
0.1809
Build memory
1284185852.1146
F measure
0.5167
Per class
Kappa
0.2491
KB relative information score
1778.896
Mean absolute error
0.3566
Mean prior absolute error
0.4308
Number of instances
7365
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5165
Per class
Predictive accuracy
0.5195
Prior entropy
1.5392
Recall
0.5195
Per class
Relative absolute error
0.8277
Root mean prior squared error
0.4641
Root mean squared error
0.4428
Root relative squared error
0.954
SciMark benchmark
897.5253