DEVELOPMENT... OpenML
Run
27699

Run 27699

Task 2939 (Supervised Classification) satimage 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
0.9889
Per class
Build CPU time
9.2123
Build memory
1742260995.36
F measure
0.9021
Per class
Kappa
0.882
KB relative information score
55332.6891
Mean absolute error
0.0521
Mean prior absolute error
0.2701
Number of instances
64300
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9019
Per class
Predictive accuracy
0.9047
Prior entropy
2.4836
Recall
0.9047
Per class
Relative absolute error
0.1928
Root mean prior squared error
0.3675
Root mean squared error
0.1544
Root relative squared error
0.4201
SciMark benchmark
898.7233