DEVELOPMENT... OpenML
Run
199289

Run 199289

Task 4592 (Supervised Classification) analcatdata_germangss Uploaded 27-02-2015 by Jason
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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
0.8752
Per class
F measure
0.9108
Per class
Kappa
0.7452
KB relative information score
2821.2565
Mean absolute error
0.0895
Mean prior absolute error
0.3495
Number of instances
4000
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9112
Per class
Predictive accuracy
0.9105
Prior entropy
0.7716
Recall
0.9105
Per class
Relative absolute error
0.2561
Root mean prior squared error
0.4176
Root mean squared error
0.2992
Root relative squared error
0.7164
SciMark benchmark
1384.4418
UserCPU time millis
20
UserCPU time millis training
20