DEVELOPMENT... OpenML
Run
27495

Run 27495

Task 4448 (Supervised Classification) fri_c2_500_25 Uploaded 08-10-2014 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)_I20
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
0.9391
Per class
Build CPU time
0.1988
Build memory
2675903821.36
F measure
0.869
Per class
Kappa
0.7237
KB relative information score
3168.6374
Mean absolute error
0.1834
Mean prior absolute error
0.4768
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
0.8696
Per class
Predictive accuracy
0.87
Prior entropy
0.9664
Recall
0.87
Per class
Relative absolute error
0.3847
Root mean prior squared error
0.4882
Root mean squared error
0.3017
Root relative squared error
0.6179
SciMark benchmark
926.0324