DEVELOPMENT... OpenML
Run
198487

Run 198487

Task 3587 (Supervised Classification) pwLinear 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
0.8226
Per class
F measure
0.8236
Per class
Kappa
0.6481
KB relative information score
129.9083
Mean absolute error
0.175
Mean prior absolute error
0.4996
Number of instances
200
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8317
Per class
Predictive accuracy
0.825
Prior entropy
0.9994
Recall
0.825
Per class
Relative absolute error
0.3503
Root mean prior squared error
0.4998
Root mean squared error
0.4183
Root relative squared error
0.837
SciMark benchmark
1318.1432
UserCPU time millis
10
UserCPU time millis training
10