DEVELOPMENT... OpenML
Run
198705

Run 198705

Task 3764 (Supervised Classification) fried 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
0.789
Per class
F measure
0.7844
Per class
Kappa
0.5777
KB relative information score
23541.8894
Mean absolute error
0.2113
Mean prior absolute error
0.5
Number of instances
40768
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8145
Per class
Predictive accuracy
0.7887
Prior entropy
1
Recall
0.7887
Per class
Relative absolute error
0.4225
Root mean prior squared error
0.5
Root mean squared error
0.4596
Root relative squared error
0.9193
SciMark benchmark
889.3151
UserCPU time millis
2790
UserCPU time millis testing
30
UserCPU time millis training
2760