DEVELOPMENT... OpenML
Run
30024

Run 30024

Task 1787 (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)_I40
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
0.7062
Per class
Build CPU time
0.3136
Build memory
106820139.7399
F measure
0.5194
Per class
Kappa
0.2535
KB relative information score
1787.8161
Mean absolute error
0.3565
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
0.519
Per class
Predictive accuracy
0.5219
Prior entropy
1.5392
Recall
0.5219
Per class
Relative absolute error
0.8274
Root mean prior squared error
0.4641
Root mean squared error
0.44
Root relative squared error
0.948
SciMark benchmark
944.1559

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