DEVELOPMENT... OpenML
Run
31612

Run 31612

Task 4619 (Supervised Classification) ar6 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)_I160
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
0.6466
Per class
Build CPU time
0.238
Build memory
156643052.7683
F measure
0.809
Per class
Kappa
0.1444
KB relative information score
12.1409
Mean absolute error
0.2215
Mean prior absolute error
0.2577
Number of instances
1010
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8012
Per class
Predictive accuracy
0.8455
Prior entropy
0.623
Recall
0.8455
Per class
Relative absolute error
0.8594
Root mean prior squared error
0.3557
Root mean squared error
0.3441
Root relative squared error
0.9676
SciMark benchmark
940.4553