DEVELOPMENT... OpenML
Run
198671

Run 198671

Task 3766 (Supervised Classification) fri_c2_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
0.5702
Per class
F measure
0.4198
Per class
Kappa
0.1248
KB relative information score
9.4964
Mean absolute error
0.484
Mean prior absolute error
0.4921
Number of instances
1000
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7704
Per class
Predictive accuracy
0.516
Prior entropy
0.9886
Recall
0.516
Per class
Relative absolute error
0.9836
Root mean prior squared error
0.496
Root mean squared error
0.6957
Root relative squared error
1.4026
SciMark benchmark
1325.2092
UserCPU time millis
230
UserCPU time millis training
230