DEVELOPMENT... OpenML
Run
198813

Run 198813

Task 3916 (Supervised Classification) kc1-binary 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
0.751
Per class
F measure
0.7633
Per class
Kappa
0.5095
KB relative information score
73.9873
Mean absolute error
0.2345
Mean prior absolute error
0.4853
Number of instances
145
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7639
Per class
Predictive accuracy
0.7655
Prior entropy
0.979
Recall
0.7655
Per class
Relative absolute error
0.4831
Root mean prior squared error
0.4925
Root mean squared error
0.4842
Root relative squared error
0.9832
SciMark benchmark
930.5999
UserCPU time millis
50
UserCPU time millis training
50