DEVELOPMENT... OpenML
Run
30663

Run 30663

Task 4439 (Supervised Classification) fri_c1_500_5 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
0.9536
Per class
Build CPU time
0.2689
Build memory
913154478.4
F measure
0.8852
Per class
Kappa
0.7691
KB relative information score
3451.1197
Mean absolute error
0.1635
Mean prior absolute error
0.4977
Number of instances
5000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8867
Per class
Predictive accuracy
0.8856
Prior entropy
0.9967
Recall
0.8856
Per class
Relative absolute error
0.3286
Root mean prior squared error
0.4988
Root mean squared error
0.2892
Root relative squared error
0.5798
SciMark benchmark
947.2673

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