DEVELOPMENT... OpenML
Run
87527

Run 87527

Task 3734 (Supervised Classification) fri_c1_500_5 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
0.7242
Per class
Build CPU time
0.2098
Build memory
108153384
F measure
0.6659
Per class
Kappa
0.3283
KB relative information score
164.3963
Mean absolute error
0.3348
Mean prior absolute error
0.4977
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
0.6658
Per class
Predictive accuracy
0.666
Prior entropy
0.9967
Recall
0.666
Per class
Relative absolute error
0.6727
Root mean prior squared error
0.4988
Root mean squared error
0.5158
Root relative squared error
1.034
SciMark benchmark
931.4894