DEVELOPMENT... OpenML
Run
199236

Run 199236

Task 4536 (Supervised Classification) analcatdata_birthday 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
0.7624
Per class
F measure
0.8838
Per class
Kappa
0.5298
KB relative information score
1523.4796
Mean absolute error
0.1156
Mean prior absolute error
0.2496
Number of instances
3650
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8833
Per class
Predictive accuracy
0.8844
Prior entropy
0.6026
Recall
0.8844
Per class
Relative absolute error
0.4632
Root mean prior squared error
0.3523
Root mean squared error
0.34
Root relative squared error
0.9651
SciMark benchmark
1325.2092
UserCPU time millis
70
UserCPU time millis training
70