DEVELOPMENT... OpenML
Run
28096

Run 28096

Task 3522 (Supervised Classification) tr11.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
0.9762
Per class
Build CPU time
272.9242
Build memory
539153137.0242
F measure
0.7971
Per class
Kappa
0.7659
KB relative information score
310.9507
Mean absolute error
0.0574
Mean prior absolute error
0.1808
Number of instances
414
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7919
Per class
Predictive accuracy
0.814
Prior entropy
2.7236
Recall
0.814
Per class
Relative absolute error
0.3174
Root mean prior squared error
0.3004
Root mean squared error
0.1689
Root relative squared error
0.5624
SciMark benchmark
928.4318