DEVELOPMENT... OpenML
Run
198608

Run 198608

Task 3702 (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
0.5057
Per class
F measure
0.3997
Per class
Kappa
0.0125
KB relative information score
92.4915
Mean absolute error
0.448
Mean prior absolute error
0.4956
Number of instances
1000
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.6891
Per class
Predictive accuracy
0.552
Prior entropy
0.9936
Recall
0.552
Per class
Relative absolute error
0.904
Root mean prior squared error
0.4978
Root mean squared error
0.6693
Root relative squared error
1.3446
SciMark benchmark
1313.9994
UserCPU time millis
190
UserCPU time millis training
190