DEVELOPMENT... OpenML
Run
29179

Run 29179

Task 4439 (Supervised Classification) fri_c1_500_5 Uploaded 11-10-2014 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
0.9522
Per class
Build CPU time
0.1226
Build memory
1922902023.12
F measure
0.885
Per class
Kappa
0.7687
KB relative information score
3456.7048
Mean absolute error
0.1629
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
0.8865
Per class
Predictive accuracy
0.8854
Prior entropy
0.9967
Recall
0.8854
Per class
Relative absolute error
0.3272
Root mean prior squared error
0.4988
Root mean squared error
0.2901
Root relative squared error
0.5815
SciMark benchmark
943.1367