DEVELOPMENT... OpenML
Run
199259

Run 199259

Task 4554 (Supervised Classification) analcatdata_marketing Uploaded 27-02-2015 by Felicia West
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Flow

weka.SPegasos(5)S. Shalev-Shwartz, Y. Singer, N. Srebro: Pegasos: Primal Estimated sub-GrAdient SOlver for SVM. In: 24th International Conference on MachineLearning, 807-814, 2007.
weka.SPegasos(5)_F0
weka.SPegasos(5)_L1.0E-4
weka.SPegasos(5)_E500

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.

22 Evaluation measures

Area under ROC curve
0.5151
Per class
F measure
0.5628
Per class
Kappa
0.0282
KB relative information score
-363.1351
Mean absolute error
0.4484
Mean prior absolute error
0.4326
Number of instances
3640
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.5803
Per class
Predictive accuracy
0.5516
Prior entropy
0.901
Recall
0.5516
Per class
Relative absolute error
1.0364
Root mean prior squared error
0.4649
Root mean squared error
0.6696
Root relative squared error
1.4403
SciMark benchmark
1304.9611
UserCPU time millis
170
UserCPU time millis testing
10
UserCPU time millis training
160