DEVELOPMENT... OpenML
Run
59114

Run 59114

Task 1787 (Supervised Classification) cmc Uploaded 15-11-2014 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)_I20
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
0.6927
Per class
Build CPU time
15.8496
Build memory
148049506.9991
F measure
0.5116
Per class
Kappa
0.2427
KB relative information score
1841.0496
Mean absolute error
0.3537
Mean prior absolute error
0.4308
Number of instances
7365
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5111
Per class
Predictive accuracy
0.5126
Prior entropy
1.5392
Recall
0.5126
Per class
Relative absolute error
0.8211
Root mean prior squared error
0.4641
Root mean squared error
0.4535
Root relative squared error
0.9771
SciMark benchmark
939.4026