DEVELOPMENT... OpenML
Run
87015

Run 87015

Task 3848 (Supervised Classification) squash-unstored 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
0.7448
Per class
Build CPU time
0.1049
Build memory
430633529.0769
F measure
0.6923
Per class
Kappa
0.381
KB relative information score
14.3498
Mean absolute error
0.3673
Mean prior absolute error
0.4972
Number of instances
52
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6923
Per class
Predictive accuracy
0.6923
Prior entropy
0.996
Recall
0.6923
Per class
Relative absolute error
0.7388
Root mean prior squared error
0.4985
Root mean squared error
0.4655
Root relative squared error
0.9339
SciMark benchmark
946.0329