DEVELOPMENT... OpenML
Run
70012

Run 70012

Task 3605 (Supervised Classification) sleep Uploaded 01-12-2014 by Felicia West
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Flow

weka.Bagging_OneR(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_OneR(2)_I80
weka.Bagging_OneR(2)_P100
weka.Bagging_OneR(2)_S1
weka.Bagging_OneR(2)_Wweka.classifiers.rules.OneR
weka.Bagging_OneR(2)_num-slots1
weka.OneR(3)_B6

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
0.6876
Per class
Build CPU time
0.0092
Build memory
1389167154.3226
F measure
0.7243
Per class
Kappa
0.4458
KB relative information score
15.9787
Mean absolute error
0.3863
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
0.7262
Per class
Predictive accuracy
0.7258
Prior entropy
0.9972
Recall
0.7258
Per class
Relative absolute error
0.7757
Root mean prior squared error
0.499
Root mean squared error
0.482
Root relative squared error
0.9661
SciMark benchmark
940.6012