DEVELOPMENT... OpenML
Run
52957

Run 52957

Task 3605 (Supervised Classification) sleep Uploaded 07-11-2014 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)_I80
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
0.7555
Per class
Build CPU time
1.499
Build memory
747172793.1613
F measure
0.7398
Per class
Kappa
0.4773
KB relative information score
17.0399
Mean absolute error
0.3779
Mean prior absolute error
0.498
Number of instances
62
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7439
Per class
Predictive accuracy
0.7419
Prior entropy
0.9972
Recall
0.7419
Per class
Relative absolute error
0.7588
Root mean prior squared error
0.499
Root mean squared error
0.4432
Root relative squared error
0.8883
SciMark benchmark
935.2997