DEVELOPMENT... OpenML
Run
87245

Run 87245

Task 3884 (Supervised Classification) page-blocks 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
0.8007
Per class
Build CPU time
2.8201
Build memory
147827884.2653
F measure
0.9368
Per class
Kappa
0.6207
KB relative information score
3229.8121
Mean absolute error
0.0583
Mean prior absolute error
0.1838
Number of instances
5473
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9429
Per class
Predictive accuracy
0.9443
Prior entropy
0.4768
Recall
0.9443
Per class
Relative absolute error
0.3171
Root mean prior squared error
0.3031
Root mean squared error
0.2252
Root relative squared error
0.7429
SciMark benchmark
942.0094