DEVELOPMENT... OpenML
Run
87593

Run 87593

Task 3756 (Supervised Classification) visualizing_hamster 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
0.5591
Per class
Build CPU time
0.0746
Build memory
632948012.1644
F measure
0.5469
Per class
Kappa
0.0911
KB relative information score
5.2085
Mean absolute error
0.463
Mean prior absolute error
0.4955
Number of instances
73
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5537
Per class
Predictive accuracy
0.5616
Prior entropy
0.9937
Recall
0.5616
Per class
Relative absolute error
0.9344
Root mean prior squared error
0.4977
Root mean squared error
0.5472
Root relative squared error
1.0995
SciMark benchmark
921.6517