DEVELOPMENT... OpenML
Run
29287

Run 29287

Task 4458 (Supervised Classification) cloud Uploaded 11-10-2014 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
0.8714
Per class
Build CPU time
0.0241
Build memory
804862644.0444
F measure
0.8051
Per class
Kappa
0.5193
KB relative information score
412.4281
Mean absolute error
0.2659
Mean prior absolute error
0.4185
Number of instances
1080
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8065
Per class
Predictive accuracy
0.813
Prior entropy
0.8813
Recall
0.813
Per class
Relative absolute error
0.6354
Root mean prior squared error
0.4566
Root mean squared error
0.3589
Root relative squared error
0.7859
SciMark benchmark
943.7592