DEVELOPMENT... OpenML
Run
198554

Run 198554

Task 3648 (Supervised Classification) fri_c3_100_10 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
0.5667
Per class
F measure
0.538
Per class
Kappa
0.1221
KB relative information score
2.566
Mean absolute error
0.46
Mean prior absolute error
0.4804
Number of instances
100
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.5912
Per class
Predictive accuracy
0.54
Prior entropy
0.9721
Recall
0.54
Per class
Relative absolute error
0.9576
Root mean prior squared error
0.4899
Root mean squared error
0.6782
Root relative squared error
1.3844
SciMark benchmark
1363.454