DEVELOPMENT... OpenML
Run
198816

Run 198816

Task 3918 (Supervised Classification) pc1 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
0.5125
Per class
F measure
0.901
Per class
Kappa
0.045
KB relative information score
284.2411
Mean absolute error
0.0685
Mean prior absolute error
0.1299
Number of instances
1109
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9138
Per class
Predictive accuracy
0.9315
Prior entropy
0.3667
Recall
0.9315
Per class
Relative absolute error
0.5276
Root mean prior squared error
0.2542
Root mean squared error
0.2618
Root relative squared error
1.0299
SciMark benchmark
1312.3073
UserCPU time millis
90
UserCPU time millis training
90