DEVELOPMENT... OpenML
Run
198741

Run 198741

Task 3839 (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
0.9381
Per class
F measure
0.9626
Per class
Kappa
0.8634
KB relative information score
8269.0569
Mean absolute error
0.0376
Mean prior absolute error
0.2716
Number of instances
9961
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.963
Per class
Predictive accuracy
0.9624
Prior entropy
0.6393
Recall
0.9624
Per class
Relative absolute error
0.1386
Root mean prior squared error
0.3685
Root mean squared error
0.194
Root relative squared error
0.5266
SciMark benchmark
940.3347
UserCPU time millis
680
UserCPU time millis testing
10
UserCPU time millis training
670