DEVELOPMENT... OpenML
Run
87238

Run 87238

Task 3630 (Supervised Classification) analcatdata_apnea3 Uploaded 03-12-2014 by Felicia West
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Flow

weka.Bagging_SPegasos(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_SPegasos(2)_I10
weka.Bagging_SPegasos(2)_P100
weka.Bagging_SPegasos(2)_S1
weka.Bagging_SPegasos(2)_Wweka.classifiers.functions.SPegasos
weka.Bagging_SPegasos(2)_num-slots1
weka.SPegasos(2)_E500
weka.SPegasos(2)_F0
weka.SPegasos(2)_L1.0E-4

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
0.9011
Per class
Build CPU time
0.2546
Build memory
241246945.6
F measure
0.9104
Per class
Kappa
0.5791
KB relative information score
217.9106
Mean absolute error
0.0856
Mean prior absolute error
0.2158
Number of instances
450
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9098
Per class
Predictive accuracy
0.9111
Prior entropy
0.5405
Recall
0.9111
Per class
Relative absolute error
0.3964
Root mean prior squared error
0.3275
Root mean squared error
0.2594
Root relative squared error
0.7918
SciMark benchmark
904.8754

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