DEVELOPMENT... OpenML
Run
59752

Run 59752

Task 58 (Supervised Classification) waveform-5000 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
0.9634
Per class
Build CPU time
132.5456
Build memory
120079215.2
F measure
0.8462
Per class
Kappa
0.7696
KB relative information score
3673.3655
Mean absolute error
0.1405
Mean prior absolute error
0.4444
Number of instances
5000
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.8464
Per class
Predictive accuracy
0.8464
Prior entropy
1.5849
Recall
0.8464
Per class
Relative absolute error
0.3161
Root mean prior squared error
0.4714
Root mean squared error
0.2687
Root relative squared error
0.57
SciMark benchmark
821.7292