DEVELOPMENT... OpenML
Run
59565

Run 59565

Task 3605 (Supervised Classification) sleep 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
0.744
Per class
Build CPU time
0.1878
Build memory
109265318.7097
F measure
0.705
Per class
Kappa
0.4095
KB relative information score
16.678
Mean absolute error
0.3767
Mean prior absolute error
0.498
Number of instances
62
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.7142
Per class
Predictive accuracy
0.7097
Prior entropy
0.9972
Recall
0.7097
Per class
Relative absolute error
0.7565
Root mean prior squared error
0.499
Root mean squared error
0.4584
Root relative squared error
0.9187
SciMark benchmark
821.7292