DEVELOPMENT... OpenML
Run
198567

Run 198567

Task 3664 (Supervised Classification) fri_c0_1000_5 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
0.8375
Per class
F measure
0.836
Per class
Kappa
0.6743
KB relative information score
673.983
Mean absolute error
0.163
Mean prior absolute error
0.5
Number of instances
1000
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8467
Per class
Predictive accuracy
0.837
Prior entropy
1
Recall
0.837
Per class
Relative absolute error
0.326
Root mean prior squared error
0.5
Root mean squared error
0.4037
Root relative squared error
0.8075
SciMark benchmark
1318.1432
UserCPU time millis
50
UserCPU time millis training
50