DEVELOPMENT... OpenML
Run
198849

Run 198849

Task 3940 (Supervised Classification) leukemia 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
0.8668
Per class
F measure
0.8756
Per class
Kappa
0.7268
KB relative information score
51.1883
Mean absolute error
0.125
Mean prior absolute error
0.4546
Number of instances
72
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8765
Per class
Predictive accuracy
0.875
Prior entropy
0.9353
Recall
0.875
Per class
Relative absolute error
0.275
Root mean prior squared error
0.4761
Root mean squared error
0.3536
Root relative squared error
0.7426
SciMark benchmark
1312.3073
UserCPU time millis
1630
UserCPU time millis testing
10
UserCPU time millis training
1620