DEVELOPMENT... OpenML
Run
60089

Run 60089

Task 1787 (Supervised Classification) cmc Uploaded 16-11-2014 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)_I10
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
0.687
Per class
Build CPU time
8.5706
Build memory
1066086130.2789
F measure
0.5105
Per class
Kappa
0.2416
KB relative information score
1850.5265
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
0.5102
Per class
Predictive accuracy
0.5111
Prior entropy
1.5392
Recall
0.5111
Per class
Relative absolute error
0.8209
Root mean prior squared error
0.4641
Root mean squared error
0.4594
Root relative squared error
0.9899
SciMark benchmark
944.3501