DEVELOPMENT... OpenML
Run
199089

Run 199089

Task 4388 (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
0.9852
Per class
F measure
0.9848
Per class
Kappa
0.9696
KB relative information score
3005.3212
Mean absolute error
0.0152
Mean prior absolute error
0.4979
Number of instances
3100
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9849
Per class
Predictive accuracy
0.9848
Prior entropy
0.997
Recall
0.9848
Per class
Relative absolute error
0.0304
Root mean prior squared error
0.499
Root mean squared error
0.1231
Root relative squared error
0.2468
SciMark benchmark
1312.3073
UserCPU time millis
20
UserCPU time millis training
20