DEVELOPMENT... OpenML
Run
29229

Run 29229

Task 4448 (Supervised Classification) fri_c2_500_25 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
0.943
Per class
Build CPU time
0.4689
Build memory
1247467098.8
F measure
0.8736
Per class
Kappa
0.7332
KB relative information score
3175.048
Mean absolute error
0.1835
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
0.8743
Per class
Predictive accuracy
0.8746
Prior entropy
0.9664
Recall
0.8746
Per class
Relative absolute error
0.3849
Root mean prior squared error
0.4882
Root mean squared error
0.2984
Root relative squared error
0.6112
SciMark benchmark
943.2084