DEVELOPMENT... OpenML
Run
199216

Run 199216

Task 4514 (Supervised Classification) visualizing_ethanol 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
0.5228
Per class
F measure
0.5204
Per class
Kappa
0.0454
KB relative information score
37.3856
Mean absolute error
0.4784
Mean prior absolute error
0.4997
Number of instances
880
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5233
Per class
Predictive accuracy
0.5216
Prior entropy
0.9996
Recall
0.5216
Per class
Relative absolute error
0.9573
Root mean prior squared error
0.4999
Root mean squared error
0.6917
Root relative squared error
1.3837
SciMark benchmark
940.3347
UserCPU time millis
10
UserCPU time millis training
10