DEVELOPMENT... OpenML
Run
54142

Run 54142

Task 3643 (Supervised Classification) sleuth_ex1714 Uploaded 08-11-2014 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)_I80
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
0.913
Per class
Build CPU time
0.9677
Build memory
1649850467.5745
F measure
0.8729
Per class
Kappa
0.7422
KB relative information score
27.2589
Mean absolute error
0.2161
Mean prior absolute error
0.4894
Number of instances
47
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8767
Per class
Predictive accuracy
0.8723
Prior entropy
0.9852
Recall
0.8723
Per class
Relative absolute error
0.4417
Root mean prior squared error
0.4944
Root mean squared error
0.3338
Root relative squared error
0.6752
SciMark benchmark
943.6957