DEVELOPMENT... OpenML
Run
199265

Run 199265

Task 4548 (Supervised Classification) optdigits Uploaded 27-02-2015 by Felicia West
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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
0.9367
Per class
F measure
0.9796
Per class
Kappa
0.8876
KB relative information score
47898.4529
Mean absolute error
0.0202
Mean prior absolute error
0.183
Number of instances
56200
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9795
Per class
Predictive accuracy
0.9798
Prior entropy
0.4751
Recall
0.9798
Per class
Relative absolute error
0.1105
Root mean prior squared error
0.3024
Root mean squared error
0.1422
Root relative squared error
0.4702
SciMark benchmark
1404.1865
UserCPU time millis
1120
UserCPU time millis training
1120