DEVELOPMENT... OpenML
Run
199346

Run 199346

Task 4643 (Supervised Classification) lymphoma_2classes 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
0.882
Per class
F measure
0.8822
Per class
Kappa
0.7643
KB relative information score
343.9177
Mean absolute error
0.1178
Mean prior absolute error
0.4998
Number of instances
450
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8823
Per class
Predictive accuracy
0.8822
Prior entropy
0.9997
Recall
0.8822
Per class
Relative absolute error
0.2357
Root mean prior squared error
0.4999
Root mean squared error
0.3432
Root relative squared error
0.6865
SciMark benchmark
889.3151
UserCPU time millis
610
UserCPU time millis testing
10
UserCPU time millis training
600