DEVELOPMENT... OpenML
Run
198807

Run 198807

Task 3881 (Supervised Classification) ipums_la_99-small 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
0.7548
Per class
F measure
0.8363
Per class
Kappa
0.2218
KB relative information score
-13547.1267
Mean absolute error
0.2149
Mean prior absolute error
0.1203
Number of instances
8844
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9258
Per class
Predictive accuracy
0.7851
Prior entropy
0.3444
Recall
0.7851
Per class
Relative absolute error
1.787
Root mean prior squared error
0.2452
Root mean squared error
0.4636
Root relative squared error
1.8912
SciMark benchmark
1325.2092
UserCPU time millis
11450
UserCPU time millis testing
50
UserCPU time millis training
11400