DEVELOPMENT... OpenML
Run
198617

Run 198617

Task 3714 (Supervised Classification) fri_c0_1000_25 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
0.7506
Per class
F measure
0.737
Per class
Kappa
0.5026
KB relative information score
503.9742
Mean absolute error
0.248
Mean prior absolute error
0.5
Number of instances
1000
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8239
Per class
Predictive accuracy
0.752
Prior entropy
1
Recall
0.752
Per class
Relative absolute error
0.496
Root mean prior squared error
0.5
Root mean squared error
0.498
Root relative squared error
0.996
SciMark benchmark
1304.9611
UserCPU time millis
90
UserCPU time millis testing
10
UserCPU time millis training
80