DEVELOPMENT... OpenML
Run
58173

Run 58173

Task 3054 (Supervised Classification) monks-problems-2 Uploaded 14-11-2014 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)_I40
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
0.7901
Per class
Build CPU time
80.762
Build memory
38589376
F measure
0.7008
Per class
Kappa
0.3462
KB relative information score
38.4217
Mean absolute error
0.3754
Mean prior absolute error
0.4588
Number of instances
198
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.7037
Per class
Predictive accuracy
0.7121
Prior entropy
0.9279
Recall
0.7121
Per class
Relative absolute error
0.8182
Root mean prior squared error
0.4831
Root mean squared error
0.4241
Root relative squared error
0.8779
SciMark benchmark
987.7552

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