DEVELOPMENT... OpenML
Run
198782

Run 198782

Task 3882 (Supervised Classification) pendigits 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
0.9663
Per class
F measure
0.9888
Per class
Kappa
0.9396
KB relative information score
10113.6741
Mean absolute error
0.0112
Mean prior absolute error
0.1865
Number of instances
10992
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9887
Per class
Predictive accuracy
0.9888
Prior entropy
0.482
Recall
0.9888
Per class
Relative absolute error
0.06
Root mean prior squared error
0.3054
Root mean squared error
0.1058
Root relative squared error
0.3464
SciMark benchmark
930.5999
UserCPU time millis
800
UserCPU time millis testing
20
UserCPU time millis training
780