DEVELOPMENT... OpenML
Run
58551

Run 58551

Task 2354 (Supervised Classification) meta_ensembles.arff Uploaded 15-11-2014 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)_I20
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
0.7829
Per class
Build CPU time
1.875
Build memory
59919960
F measure
0.5794
Per class
Kappa
0.2857
KB relative information score
7.3893
Mean absolute error
0.2437
Mean prior absolute error
0.2983
Number of instances
24
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.5806
Per class
Predictive accuracy
0.5833
Prior entropy
1.5899
Recall
0.5833
Per class
Relative absolute error
0.8169
Root mean prior squared error
0.3886
Root mean squared error
0.3756
Root relative squared error
0.9665
SciMark benchmark
1130.398