DEVELOPMENT... OpenML
Run
28103

Run 28103

Task 3523 (Supervised Classification) tr23.wc 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
0.9963
Per class
Build CPU time
46.9939
Build memory
446382334.3922
F measure
0.9416
Per class
Kappa
0.9172
KB relative information score
177.065
Mean absolute error
0.0409
Mean prior absolute error
0.2385
Number of instances
204
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
0.9412
Prior entropy
2.1253
Recall
0.9412
Per class
Relative absolute error
0.1715
Root mean prior squared error
0.3445
Root mean squared error
0.1223
Root relative squared error
0.3549
SciMark benchmark
941.5544