DEVELOPMENT... OpenML
Run
30735

Run 30735

Task 4456 (Supervised Classification) fri_c0_500_50 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
0.9097
Per class
Build CPU time
1.7451
Build memory
991137803.36
F measure
0.8325
Per class
Kappa
0.6653
KB relative information score
2498.8239
Mean absolute error
0.268
Mean prior absolute error
0.4997
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
0.8369
Per class
Predictive accuracy
0.8332
Prior entropy
0.9996
Recall
0.8332
Per class
Relative absolute error
0.5363
Root mean prior squared error
0.4999
Root mean squared error
0.3479
Root relative squared error
0.696
SciMark benchmark
942.4411