DEVELOPMENT... OpenML
Run
59714

Run 59714

Task 3643 (Supervised Classification) sleuth_ex1714 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)_I10
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
0.9019
Per class
Build CPU time
0.1638
Build memory
673275767.8298
F measure
0.8505
Per class
Kappa
0.6934
KB relative information score
25.9221
Mean absolute error
0.2301
Mean prior absolute error
0.4894
Number of instances
47
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.8507
Per class
Predictive accuracy
0.8511
Prior entropy
0.9852
Recall
0.8511
Per class
Relative absolute error
0.4702
Root mean prior squared error
0.4944
Root mean squared error
0.3514
Root relative squared error
0.7106
SciMark benchmark
1216.8013