DEVELOPMENT... OpenML
Run
198746

Run 198746

Task 3849 (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
0.5173
Per class
F measure
0.5553
Per class
Kappa
0.0315
KB relative information score
-45.6241
Mean absolute error
0.4588
Mean prior absolute error
0.4326
Number of instances
364
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.5822
Per class
Predictive accuracy
0.5412
Prior entropy
0.901
Recall
0.5412
Per class
Relative absolute error
1.0605
Root mean prior squared error
0.4649
Root mean squared error
0.6773
Root relative squared error
1.457
SciMark benchmark
1313.9994
UserCPU time millis
180
UserCPU time millis training
180