DEVELOPMENT... OpenML
Run
198950

Run 198950

Task 4245 (Supervised Classification) analcatdata_boxing1 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
0.8309
Per class
F measure
0.8459
Per class
Kappa
0.6614
KB relative information score
776.0685
Mean absolute error
0.1542
Mean prior absolute error
0.4557
Number of instances
1200
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8459
Per class
Predictive accuracy
0.8458
Prior entropy
0.9362
Recall
0.8458
Per class
Relative absolute error
0.3383
Root mean prior squared error
0.477
Root mean squared error
0.3926
Root relative squared error
0.8232
SciMark benchmark
1312.3073
UserCPU time millis
20
UserCPU time millis training
20