DEVELOPMENT... OpenML
Run
199109

Run 199109

Task 4412 (Supervised Classification) analcatdata_runshoes 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
0.7021
Per class
F measure
0.7085
Per class
Kappa
0.3981
KB relative information score
227.0693
Mean absolute error
0.2933
Mean prior absolute error
0.4806
Number of instances
600
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7122
Per class
Predictive accuracy
0.7067
Prior entropy
0.9728
Recall
0.7067
Per class
Relative absolute error
0.6103
Root mean prior squared error
0.4899
Root mean squared error
0.5416
Root relative squared error
1.1055
SciMark benchmark
930.5999