DEVELOPMENT... OpenML
Run
46887

Run 46887

Task 3794 (Supervised Classification) disclosure_z 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
0.5458
Per class
Build CPU time
24.2299
Build memory
259438600.5921
F measure
0.561
Per class
Kappa
0.1198
KB relative information score
10.0639
Mean absolute error
0.4929
Mean prior absolute error
0.4987
Number of instances
662
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5617
Per class
Predictive accuracy
0.5634
Prior entropy
0.9981
Recall
0.5634
Per class
Relative absolute error
0.9884
Root mean prior squared error
0.4993
Root mean squared error
0.5001
Root relative squared error
1.0015
SciMark benchmark
941.0301