DEVELOPMENT... OpenML
Run
28683

Run 28683

Task 4362 (Supervised Classification) fri_c2_500_5 Uploaded 09-10-2014 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
0.9634
Per class
Build CPU time
0.1297
Build memory
516498992.72
F measure
0.9049
Per class
Kappa
0.8015
KB relative information score
3682.1338
Mean absolute error
0.1331
Mean prior absolute error
0.4816
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
0.9061
Per class
Predictive accuracy
0.9056
Prior entropy
0.9735
Recall
0.9056
Per class
Relative absolute error
0.2762
Root mean prior squared error
0.4907
Root mean squared error
0.2642
Root relative squared error
0.5384
SciMark benchmark
947.2889