DEVELOPMENT... OpenML
Run
198584

Run 198584

Task 3683 (Supervised Classification) diggle_table_a2 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
0.984
Per class
F measure
0.9839
Per class
Kappa
0.9676
KB relative information score
299.9286
Mean absolute error
0.0161
Mean prior absolute error
0.4979
Number of instances
310
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9839
Per class
Predictive accuracy
0.9839
Prior entropy
0.997
Recall
0.9839
Per class
Relative absolute error
0.0324
Root mean prior squared error
0.499
Root mean squared error
0.127
Root relative squared error
0.2545
SciMark benchmark
1312.3073
UserCPU time millis
20
UserCPU time millis training
20