DEVELOPMENT... OpenML
Run
29784

Run 29784

Task 3800 (Supervised Classification) fri_c3_500_50 Uploaded 12-10-2014 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)_I40
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
0.9437
Per class
Build CPU time
1.0856
Build memory
1593935692.8
F measure
0.8737
Per class
Kappa
0.7429
KB relative information score
292.1002
Mean absolute error
0.2214
Mean prior absolute error
0.4918
Number of instances
500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8738
Per class
Predictive accuracy
0.874
Prior entropy
0.9882
Recall
0.874
Per class
Relative absolute error
0.4501
Root mean prior squared error
0.4959
Root mean squared error
0.3074
Root relative squared error
0.62
SciMark benchmark
929.6359