DEVELOPMENT... OpenML
Run
33884

Run 33884

Task 4310 (Supervised Classification) sleep Uploaded 16-10-2014 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)_I160
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
0.7053
Per class
Build CPU time
0.1638
Build memory
196625382.671
F measure
0.7191
Per class
Kappa
0.4367
KB relative information score
140.3904
Mean absolute error
0.4026
Mean prior absolute error
0.498
Number of instances
620
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.726
Per class
Predictive accuracy
0.7226
Prior entropy
0.9972
Recall
0.7226
Per class
Relative absolute error
0.8084
Root mean prior squared error
0.499
Root mean squared error
0.462
Root relative squared error
0.926
SciMark benchmark
730.0857