DEVELOPMENT... OpenML
Run
58591

Run 58591

Task 3646 (Supervised Classification) rabe_265 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
0.6587
Per class
Build CPU time
0.4779
Build memory
117659109.6471
F measure
0.6395
Per class
Kappa
0.25
KB relative information score
7.9128
Mean absolute error
0.4158
Mean prior absolute error
0.485
Number of instances
51
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.6401
Per class
Predictive accuracy
0.6471
Prior entropy
0.9791
Recall
0.6471
Per class
Relative absolute error
0.8573
Root mean prior squared error
0.4922
Root mean squared error
0.4778
Root relative squared error
0.9708
SciMark benchmark
898.9472