DEVELOPMENT... OpenML
Run
198563

Run 198563

Task 3658 (Supervised Classification) fri_c3_250_10 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
0.591
Per class
F measure
0.5328
Per class
Kappa
0.173
KB relative information score
32.0057
Mean absolute error
0.432
Mean prior absolute error
0.4968
Number of instances
250
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.6408
Per class
Predictive accuracy
0.568
Prior entropy
0.9955
Recall
0.568
Per class
Relative absolute error
0.8695
Root mean prior squared error
0.4984
Root mean squared error
0.6573
Root relative squared error
1.3188
SciMark benchmark
1304.9611
UserCPU time millis
10
UserCPU time millis training
10