DEVELOPMENT... OpenML
Run
30345

Run 30345

Task 2074 (Supervised Classification) satimage 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
0.9907
Per class
Build CPU time
32.9049
Build memory
678289013.6
F measure
0.9068
Per class
Kappa
0.8872
KB relative information score
5543.0435
Mean absolute error
0.0521
Mean prior absolute error
0.2701
Number of instances
6430
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9065
Per class
Predictive accuracy
0.9089
Prior entropy
2.4836
Recall
0.9089
Per class
Relative absolute error
0.1928
Root mean prior squared error
0.3675
Root mean squared error
0.1514
Root relative squared error
0.4121
SciMark benchmark
946.7613