DEVELOPMENT... OpenML
Run
198251

Run 198251

Task 1911 (Supervised Classification) credit-g 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
0.6374
Per class
F measure
0.575
Per class
Kappa
0.2095
KB relative information score
-1117.6455
Mean absolute error
0.4354
Mean prior absolute error
0.4202
Number of instances
10000
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7159
Per class
Predictive accuracy
0.5646
Prior entropy
0.8818
Recall
0.5646
Per class
Relative absolute error
1.0363
Root mean prior squared error
0.4583
Root mean squared error
0.6598
Root relative squared error
1.4399
SciMark benchmark
1313.9994
UserCPU time millis
220
UserCPU time millis testing
10
UserCPU time millis training
210