DEVELOPMENT... OpenML
Run
87137

Run 87137

Task 3608 (Supervised Classification) fri_c4_500_100 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
0.6328
Per class
Build CPU time
1.8079
Build memory
292955632
F measure
0.6204
Per class
Kappa
0.2282
KB relative information score
75.7587
Mean absolute error
0.4192
Mean prior absolute error
0.4913
Number of instances
500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6208
Per class
Predictive accuracy
0.62
Prior entropy
0.9875
Recall
0.62
Per class
Relative absolute error
0.8532
Root mean prior squared error
0.4956
Root mean squared error
0.5229
Root relative squared error
1.055
SciMark benchmark
926.0021