DEVELOPMENT... OpenML
Run
87666

Run 87666

Task 3783 (Supervised Classification) fri_c2_500_50 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
0.7205
Per class
Build CPU time
1.449
Build memory
497153635.2
F measure
0.6686
Per class
Kappa
0.3272
KB relative information score
133.9189
Mean absolute error
0.3534
Mean prior absolute error
0.4839
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
0.6777
Per class
Predictive accuracy
0.666
Prior entropy
0.9767
Recall
0.666
Per class
Relative absolute error
0.7304
Root mean prior squared error
0.4918
Root mean squared error
0.4892
Root relative squared error
0.9947
SciMark benchmark
936.5169