DEVELOPMENT... OpenML
Run
198331

Run 198331

Task 2922 (Supervised Classification) lung-cancer 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
0.6239
Per class
F measure
0.711
Per class
Kappa
0.2648
KB relative information score
83.0889
Mean absolute error
0.2781
Mean prior absolute error
0.4099
Number of instances
320
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7055
Per class
Predictive accuracy
0.7219
Prior entropy
0.874
Recall
0.7219
Per class
Relative absolute error
0.6785
Root mean prior squared error
0.4498
Root mean squared error
0.5274
Root relative squared error
1.1725
SciMark benchmark
1363.454
UserCPU time millis
20
UserCPU time millis training
20