DEVELOPMENT... OpenML
Run
198583

Run 198583

Task 3672 (Supervised Classification) kin8nm 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
0.6579
Per class
F measure
0.639
Per class
Kappa
0.3186
KB relative information score
2657.5335
Mean absolute error
0.3376
Mean prior absolute error
0.4998
Number of instances
8192
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.711
Per class
Predictive accuracy
0.6624
Prior entropy
0.9998
Recall
0.6624
Per class
Relative absolute error
0.6755
Root mean prior squared error
0.4999
Root mean squared error
0.5811
Root relative squared error
1.1623
SciMark benchmark
1318.1432
UserCPU time millis
740
UserCPU time millis testing
10
UserCPU time millis training
730