DEVELOPMENT... OpenML
Run
199015

Run 199015

Task 4311 (Supervised Classification) fri_c3_1000_10 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
0.5629
Per class
F measure
0.544
Per class
Kappa
0.1207
KB relative information score
775.7788
Mean absolute error
0.4517
Mean prior absolute error
0.4928
Number of instances
10000
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.5744
Per class
Predictive accuracy
0.5483
Prior entropy
0.9896
Recall
0.5483
Per class
Relative absolute error
0.9166
Root mean prior squared error
0.4964
Root mean squared error
0.6721
Root relative squared error
1.354
SciMark benchmark
1312.3073
UserCPU time millis
60
UserCPU time millis training
60