DEVELOPMENT... OpenML
Run
199354

Run 199354

Task 4647 (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
0.5205
Per class
F measure
0.5373
Per class
Kappa
0.0379
KB relative information score
-46.4579
Mean absolute error
0.4733
Mean prior absolute error
0.4565
Number of instances
600
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5634
Per class
Predictive accuracy
0.5267
Prior entropy
0.9383
Recall
0.5267
Per class
Relative absolute error
1.037
Root mean prior squared error
0.477
Root mean squared error
0.688
Root relative squared error
1.4423
SciMark benchmark
869.6028
UserCPU time millis
1610
UserCPU time millis testing
10
UserCPU time millis training
1600