DEVELOPMENT... OpenML
Run
198493

Run 198493

Task 3595 (Supervised Classification) visualizing_slope 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
0.8856
Per class
F measure
0.8869
Per class
Kappa
0.7629
KB relative information score
33.139
Mean absolute error
0.1136
Mean prior absolute error
0.4753
Number of instances
44
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8884
Per class
Predictive accuracy
0.8864
Prior entropy
0.9656
Recall
0.8864
Per class
Relative absolute error
0.2391
Root mean prior squared error
0.4869
Root mean squared error
0.3371
Root relative squared error
0.6923
SciMark benchmark
1304.9611
UserCPU time millis
10
UserCPU time millis training
10