DEVELOPMENT... OpenML
Run
198787

Run 198787

Task 3884 (Supervised Classification) page-blocks 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
0.781
Per class
F measure
0.939
Per class
Kappa
0.6457
KB relative information score
3229.244
Mean absolute error
0.0566
Mean prior absolute error
0.1838
Number of instances
5473
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9392
Per class
Predictive accuracy
0.9434
Prior entropy
0.4768
Recall
0.9434
Per class
Relative absolute error
0.3081
Root mean prior squared error
0.3031
Root mean squared error
0.238
Root relative squared error
0.7853
SciMark benchmark
940.3347
UserCPU time millis
300
UserCPU time millis training
300