DEVELOPMENT... OpenML
Run
198650

Run 198650

Task 3744 (Supervised Classification) mu284 Uploaded 27-02-2015 by Felicia West
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.9894
Per class
F measure
0.9894
Per class
Kappa
0.9789
KB relative information score
278
Mean absolute error
0.0106
Mean prior absolute error
0.5
Number of instances
284
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9897
Per class
Predictive accuracy
0.9894
Prior entropy
1
Recall
0.9894
Per class
Relative absolute error
0.0211
Root mean prior squared error
0.5
Root mean squared error
0.1028
Root relative squared error
0.2056
SciMark benchmark
1312.3073
UserCPU time millis
10
UserCPU time millis training
10