DEVELOPMENT... OpenML
Run
35291

Run 35291

Task 3574 (Supervised Classification) rmftsa_sleepdata Uploaded 23-10-2014 by Felicia West
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Flow

weka.Bagging_JRip(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_JRip(2)_I10
weka.Bagging_JRip(2)_P100
weka.Bagging_JRip(2)_S1
weka.Bagging_JRip(2)_Wweka.classifiers.rules.JRip
weka.Bagging_JRip(2)_num-slots1
weka.JRip(2)_F3
weka.JRip(2)_N2.0
weka.JRip(2)_O2
weka.JRip(2)_S1

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
0.6959
Per class
Build CPU time
0.5593
Build memory
2135866651.2734
F measure
0.4267
Per class
Kappa
0.2392
KB relative information score
161.5139
Mean absolute error
0.3155
Mean prior absolute error
0.3514
Number of instances
1024
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.451
Per class
Predictive accuracy
0.5137
Prior entropy
1.8507
Recall
0.5137
Per class
Relative absolute error
0.8978
Root mean prior squared error
0.4191
Root mean squared error
0.3952
Root relative squared error
0.9428
SciMark benchmark
945.4956