DEVELOPMENT... OpenML
Run
199183

Run 199183

Task 4483 (Supervised Classification) plasma_retinol 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
0.5061
Per class
F measure
0.5188
Per class
Kappa
0.0129
KB relative information score
150.8873
Mean absolute error
0.4597
Mean prior absolute error
0.488
Number of instances
3150
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.519
Per class
Predictive accuracy
0.5403
Prior entropy
0.9827
Recall
0.5403
Per class
Relative absolute error
0.942
Root mean prior squared error
0.4939
Root mean squared error
0.678
Root relative squared error
1.3727
SciMark benchmark
854.5188
UserCPU time millis
30
UserCPU time millis training
30