DEVELOPMENT... OpenML
Run
199069

Run 199069

Task 4370 (Supervised Classification) pyrim 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
0.9152
Per class
F measure
0.92
Per class
Kappa
0.8353
KB relative information score
616.9026
Mean absolute error
0.0797
Mean prior absolute error
0.4872
Number of instances
740
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9203
Per class
Predictive accuracy
0.9203
Prior entropy
0.9819
Recall
0.9203
Per class
Relative absolute error
0.1637
Root mean prior squared error
0.4934
Root mean squared error
0.2824
Root relative squared error
0.5723
SciMark benchmark
1313.9994
UserCPU time millis
10
UserCPU time millis training
10