DEVELOPMENT... OpenML
Run
29460

Run 29460

Task 4228 (Supervised Classification) tr23.wc Uploaded 12-10-2014 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
0.9946
Per class
Build CPU time
99.0616
Build memory
4795763932.3961
F measure
0.9423
Per class
Kappa
0.9185
KB relative information score
1749.6087
Mean absolute error
0.0438
Mean prior absolute error
0.2385
Number of instances
2040
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9434
Per class
Predictive accuracy
0.9422
Prior entropy
2.1253
Recall
0.9422
Per class
Relative absolute error
0.1837
Root mean prior squared error
0.3445
Root mean squared error
0.1279
Root relative squared error
0.3712
SciMark benchmark
942.1328