DEVELOPMENT... OpenML
Run
198809

Run 198809

Task 3911 (Supervised Classification) ar4 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
0.7118
Per class
F measure
0.8164
Per class
Kappa
0.4079
KB relative information score
29.2593
Mean absolute error
0.1869
Mean prior absolute error
0.3076
Number of instances
107
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8205
Per class
Predictive accuracy
0.8131
Prior entropy
0.707
Recall
0.8131
Per class
Relative absolute error
0.6078
Root mean prior squared error
0.3899
Root mean squared error
0.4323
Root relative squared error
1.1089
SciMark benchmark
930.5999
UserCPU time millis
20
UserCPU time millis training
20