DEVELOPMENT... OpenML
Run
199110

Run 199110

Task 4407 (Supervised Classification) fri_c1_1000_50 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
0.5091
Per class
F measure
0.4725
Per class
Kappa
0.0173
KB relative information score
-314.7718
Mean absolute error
0.5092
Mean prior absolute error
0.4956
Number of instances
10000
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.5154
Per class
Predictive accuracy
0.4908
Prior entropy
0.9936
Recall
0.4908
Per class
Relative absolute error
1.0275
Root mean prior squared error
0.4978
Root mean squared error
0.7136
Root relative squared error
1.4335
SciMark benchmark
1304.9611
UserCPU time millis
170
UserCPU time millis training
170