DEVELOPMENT... OpenML
Run
198522

Run 198522

Task 3622 (Supervised Classification) autoPrice 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
0.9579
Per class
F measure
0.9623
Per class
Kappa
0.9159
KB relative information score
144.7342
Mean absolute error
0.0377
Mean prior absolute error
0.4492
Number of instances
159
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9623
Per class
Predictive accuracy
0.9623
Prior entropy
0.9264
Recall
0.9623
Per class
Relative absolute error
0.084
Root mean prior squared error
0.4736
Root mean squared error
0.1943
Root relative squared error
0.4102
SciMark benchmark
1312.3073
UserCPU time millis
20
UserCPU time millis training
20