DEVELOPMENT... OpenML
Run
198848

Run 198848

Task 3942 (Supervised Classification) tumors_C 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
0.5311
Per class
F measure
0.5844
Per class
Kappa
0.0717
KB relative information score
9.8621
Mean absolute error
0.3667
Mean prior absolute error
0.4565
Number of instances
60
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.5889
Per class
Predictive accuracy
0.6333
Prior entropy
0.9383
Recall
0.6333
Per class
Relative absolute error
0.8033
Root mean prior squared error
0.477
Root mean squared error
0.6055
Root relative squared error
1.2695
SciMark benchmark
1318.1432
UserCPU time millis
1190
UserCPU time millis testing
10
UserCPU time millis training
1180