DEVELOPMENT... OpenML
Run
46779

Run 46779

Task 3783 (Supervised Classification) fri_c2_500_50 Uploaded 04-11-2014 by Felicia West
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Flow

weka.Bagging_LMT(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_LMT(2)_I160
weka.Bagging_LMT(2)_P100
weka.Bagging_LMT(2)_S1
weka.Bagging_LMT(2)_Wweka.classifiers.trees.LMT
weka.Bagging_LMT(2)_num-slots1
weka.LMT(2)_I-1
weka.LMT(2)_M15
weka.LMT(2)_W0.0

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
0.9569
Per class
Build CPU time
60.5281
Build memory
156589726.4
F measure
0.9013
Per class
Kappa
0.7948
KB relative information score
332.5497
Mean absolute error
0.1772
Mean prior absolute error
0.4839
Number of instances
500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9027
Per class
Predictive accuracy
0.902
Prior entropy
0.9767
Recall
0.902
Per class
Relative absolute error
0.3662
Root mean prior squared error
0.4918
Root mean squared error
0.279
Root relative squared error
0.5672
SciMark benchmark
942.0655