DEVELOPMENT... OpenML
Run
30754

Run 30754

Task 4204 (Supervised Classification) squash-stored 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
0.8269
Per class
Build CPU time
0.0753
Build memory
986537383.0769
F measure
0.6918
Per class
Kappa
0.4976
KB relative information score
212.32
Mean absolute error
0.2782
Mean prior absolute error
0.4135
Number of instances
520
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7015
Per class
Predictive accuracy
0.6981
Prior entropy
1.4782
Recall
0.6981
Per class
Relative absolute error
0.6727
Root mean prior squared error
0.4538
Root mean squared error
0.3757
Root relative squared error
0.8278
SciMark benchmark
939.8067