DEVELOPMENT... OpenML
Run
198633

Run 198633

Task 3733 (Supervised Classification) fri_c2_500_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
0.6607
Per class
F measure
0.6262
Per class
Kappa
0.3006
KB relative information score
122.8365
Mean absolute error
0.366
Mean prior absolute error
0.4897
Number of instances
500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6944
Per class
Predictive accuracy
0.634
Prior entropy
0.9851
Recall
0.634
Per class
Relative absolute error
0.7474
Root mean prior squared error
0.4948
Root mean squared error
0.605
Root relative squared error
1.2227
SciMark benchmark
940.3347
UserCPU time millis
50
UserCPU time millis training
50