DEVELOPMENT... OpenML
Run
198798

Run 198798

Task 3903 (Supervised Classification) pc3 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
0.4989
Per class
F measure
0.8483
Per class
Kappa
-0.0038
KB relative information score
385.6655
Mean absolute error
0.1043
Mean prior absolute error
0.1842
Number of instances
1563
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8056
Per class
Predictive accuracy
0.8957
Prior entropy
0.478
Recall
0.8957
Per class
Relative absolute error
0.5662
Root mean prior squared error
0.3031
Root mean squared error
0.3229
Root relative squared error
1.0653
SciMark benchmark
1363.454
UserCPU time millis
190
UserCPU time millis training
190