DEVELOPMENT... OpenML
Run
199142

Run 199142

Task 4444 (Supervised Classification) analcatdata_chlamydia 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
0.8336
Per class
F measure
0.8677
Per class
Kappa
0.5964
KB relative information score
463.7931
Mean absolute error
0.139
Mean prior absolute error
0.3116
Number of instances
1000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8813
Per class
Predictive accuracy
0.861
Prior entropy
0.714
Recall
0.861
Per class
Relative absolute error
0.4461
Root mean prior squared error
0.3923
Root mean squared error
0.3728
Root relative squared error
0.9502
SciMark benchmark
854.5188
UserCPU time millis
10
UserCPU time millis training
10