DEVELOPMENT... OpenML
Run
198164

Run 198164

Task 336 (Supervised Classification) electricity 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
0.7274
Per class
F measure
0.7421
Per class
Kappa
0.4741
KB relative information score
7343.6523
Mean absolute error
0.2471
Mean prior absolute error
0.4893
Number of instances
14952
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7654
Per class
Predictive accuracy
0.7529
Prior entropy
0.9835
Recall
0.7529
Per class
Relative absolute error
0.5051
Root mean prior squared error
0.495
Root mean squared error
0.4971
Root relative squared error
1.0043
SciMark benchmark
1363.454
UserCPU time millis
5830
UserCPU time millis testing
60
UserCPU time millis training
5770