DEVELOPMENT... OpenML
Run
198629

Run 198629

Task 3725 (Supervised Classification) auto93 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
0.7739
Per class
F measure
0.7937
Per class
Kappa
0.5573
KB relative information score
51.395
Mean absolute error
0.2043
Mean prior absolute error
0.4701
Number of instances
93
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7935
Per class
Predictive accuracy
0.7957
Prior entropy
0.9573
Recall
0.7957
Per class
Relative absolute error
0.4346
Root mean prior squared error
0.4845
Root mean squared error
0.452
Root relative squared error
0.933
SciMark benchmark
1312.3073
UserCPU time millis
10
UserCPU time millis training
10