DEVELOPMENT... OpenML
Run
199246

Run 199246

Task 4544 (Supervised Classification) JapaneseVowels 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
0.9304
Per class
F measure
0.9629
Per class
Kappa
0.8633
KB relative information score
82974.3943
Mean absolute error
0.037
Mean prior absolute error
0.2716
Number of instances
99610
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9629
Per class
Predictive accuracy
0.963
Prior entropy
0.6393
Recall
0.963
Per class
Relative absolute error
0.1363
Root mean prior squared error
0.3685
Root mean squared error
0.1924
Root relative squared error
0.5221
SciMark benchmark
1313.9994
UserCPU time millis
530
UserCPU time millis testing
10
UserCPU time millis training
520