DEVELOPMENT... OpenML
Run
199274

Run 199274

Task 4573 (Supervised Classification) glass 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
0.5757
Per class
F measure
0.5717
Per class
Kappa
0.1369
KB relative information score
21.7664
Mean absolute error
0.4374
Mean prior absolute error
0.4584
Number of instances
2140
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.6124
Per class
Predictive accuracy
0.5626
Prior entropy
0.9397
Recall
0.5626
Per class
Relative absolute error
0.9541
Root mean prior squared error
0.4786
Root mean squared error
0.6614
Root relative squared error
1.382
SciMark benchmark
1336.3256
UserCPU time millis
20
UserCPU time millis training
20