DEVELOPMENT... OpenML
Run
87340

Run 87340

Task 3903 (Supervised Classification) pc3 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
0.5003
Per class
Build CPU time
2.3428
Build memory
190043372.6475
F measure
0.8486
Per class
Kappa
-0.0025
KB relative information score
393.2023
Mean absolute error
0.1035
Mean prior absolute error
0.1842
Number of instances
1563
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8056
Per class
Predictive accuracy
0.8964
Prior entropy
0.478
Recall
0.8964
Per class
Relative absolute error
0.5617
Root mean prior squared error
0.3031
Root mean squared error
0.3202
Root relative squared error
1.0563
SciMark benchmark
931.4894