DEVELOPMENT... OpenML
Run
47004

Run 47004

Task 3054 (Supervised Classification) monks-problems-2 Uploaded 05-11-2014 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
0.7813
Per class
Build CPU time
219.706
Build memory
102943200
F measure
0.7186
Per class
Kappa
0.3847
KB relative information score
39.2432
Mean absolute error
0.3734
Mean prior absolute error
0.4588
Number of instances
198
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7273
Per class
Predictive accuracy
0.7323
Prior entropy
0.9279
Recall
0.7323
Per class
Relative absolute error
0.8137
Root mean prior squared error
0.4831
Root mean squared error
0.428
Root relative squared error
0.8859
SciMark benchmark
945.0883

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