DEVELOPMENT... OpenML
Run
31388

Run 31388

Task 3054 (Supervised Classification) monks-problems-2 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)_I80
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
0.6565
Per class
Build CPU time
0.127
Build memory
338385840
F measure
0.5886
Per class
Kappa
0.1054
KB relative information score
14.8098
Mean absolute error
0.42
Mean prior absolute error
0.4588
Number of instances
198
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.595
Per class
Predictive accuracy
0.6263
Prior entropy
0.9279
Recall
0.6263
Per class
Relative absolute error
0.9153
Root mean prior squared error
0.4831
Root mean squared error
0.4731
Root relative squared error
0.9793
SciMark benchmark
934.1455