DEVELOPMENT... OpenML
Run
198441

Run 198441

Task 3540 (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
0.8178
Per class
F measure
0.8402
Per class
Kappa
0.6462
KB relative information score
76.4686
Mean absolute error
0.1583
Mean prior absolute error
0.4557
Number of instances
120
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8399
Per class
Predictive accuracy
0.8417
Prior entropy
0.9362
Recall
0.8417
Per class
Relative absolute error
0.3474
Root mean prior squared error
0.477
Root mean squared error
0.3979
Root relative squared error
0.8342
SciMark benchmark
1318.1432
UserCPU time millis
10
UserCPU time millis training
10