DEVELOPMENT... OpenML
Run
198699

Run 198699

Task 3797 (Supervised Classification) socmob 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
0.891
Per class
F measure
0.9278
Per class
Kappa
0.7897
KB relative information score
879.2959
Mean absolute error
0.0718
Mean prior absolute error
0.3451
Number of instances
1156
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9276
Per class
Predictive accuracy
0.9282
Prior entropy
0.7637
Recall
0.9282
Per class
Relative absolute error
0.2081
Root mean prior squared error
0.4152
Root mean squared error
0.268
Root relative squared error
0.6453
SciMark benchmark
1442.7264
UserCPU time millis
160
UserCPU time millis testing
10
UserCPU time millis training
150