DEVELOPMENT... OpenML
Run
199273

Run 199273

Task 4545 (Supervised Classification) letter 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
0.5
Per class
F measure
0.9394
Per class
KB relative information score
44865.6984
Mean absolute error
0.0407
Mean prior absolute error
0.078
Number of instances
200000
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9204
Per class
Predictive accuracy
0.9594
Prior entropy
0.2455
Recall
0.9594
Per class
Relative absolute error
0.5209
Root mean prior squared error
0.1975
Root mean squared error
0.2016
Root relative squared error
1.021
SciMark benchmark
1325.2092
UserCPU time millis
1550
UserCPU time millis testing
10
UserCPU time millis training
1540