DEVELOPMENT... OpenML
Run
198589

Run 198589

Task 3691 (Supervised Classification) sensory 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
0.5545
Per class
F measure
0.5342
Per class
Kappa
0.1241
KB relative information score
127.5237
Mean absolute error
0.3733
Mean prior absolute error
0.4856
Number of instances
576
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.6974
Per class
Predictive accuracy
0.6267
Prior entropy
0.9792
Recall
0.6267
Per class
Relative absolute error
0.7687
Root mean prior squared error
0.4927
Root mean squared error
0.611
Root relative squared error
1.24
SciMark benchmark
1304.9611
UserCPU time millis
70
UserCPU time millis training
70