DEVELOPMENT... OpenML
Run
199263

Run 199263

Task 4557 (Supervised Classification) anneal 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
0.7521
Per class
F measure
0.7928
Per class
Kappa
0.4591
KB relative information score
2963.0048
Mean absolute error
0.2157
Mean prior absolute error
0.3633
Number of instances
8980
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8087
Per class
Predictive accuracy
0.7843
Prior entropy
0.7932
Recall
0.7843
Per class
Relative absolute error
0.5937
Root mean prior squared error
0.426
Root mean squared error
0.4644
Root relative squared error
1.0901
SciMark benchmark
1336.3256
UserCPU time millis
320
UserCPU time millis training
320