DEVELOPMENT... OpenML
Run
199189

Run 199189

Task 4489 (Supervised Classification) analcatdata_seropositive 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
0.9369
Per class
F measure
0.9496
Per class
Kappa
0.8881
KB relative information score
1166.4391
Mean absolute error
0.05
Mean prior absolute error
0.4548
Number of instances
1320
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9504
Per class
Predictive accuracy
0.95
Prior entropy
0.9347
Recall
0.95
Per class
Relative absolute error
0.1099
Root mean prior squared error
0.4765
Root mean squared error
0.2236
Root relative squared error
0.4693
SciMark benchmark
1312.3073
UserCPU time millis
10
UserCPU time millis training
10