DEVELOPMENT... OpenML
Run
27034

Run 27034

Task 1819 (Supervised Classification) vote Uploaded 08-10-2014 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
0.9848
Per class
Build CPU time
0.0118
Build memory
105525809.3094
F measure
0.9555
Per class
Kappa
0.9065
KB relative information score
1871.6772
Mean absolute error
0.072
Mean prior absolute error
0.4742
Number of instances
2175
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.956
Per class
Predictive accuracy
0.9554
Prior entropy
0.9627
Recall
0.9554
Per class
Relative absolute error
0.1517
Root mean prior squared error
0.4869
Root mean squared error
0.1828
Root relative squared error
0.3754
SciMark benchmark
841.5027