DEVELOPMENT... OpenML
Run
59830

Run 59830

Task 3721 (Supervised Classification) bolts 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
0.9341
Per class
Build CPU time
0.0981
Build memory
2130088410.4
F measure
0.8759
Per class
Kappa
0.7297
KB relative information score
26.0685
Mean absolute error
0.1658
Mean prior absolute error
0.4571
Number of instances
40
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.878
Per class
Predictive accuracy
0.875
Prior entropy
0.9403
Recall
0.875
Per class
Relative absolute error
0.3627
Root mean prior squared error
0.477
Root mean squared error
0.2743
Root relative squared error
0.5751
SciMark benchmark
876.9475