Run
23638

Run 23638

Task 27 (Supervised Classification) colic Uploaded 26-06-2014 by Joaquin Vanschoren
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Flow

weka.SPegasos(1)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(1)_E500
weka.SPegasos(1)_F0
weka.SPegasos(1)_L1.0E-4

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

19 Evaluation measures

Area under ROC curve
0.7581
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7436
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4797
Cross-validation details (10-fold Crossvalidation)
KB relative information score
155.7217
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2609
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4662
Cross-validation details (10-fold Crossvalidation)
Number of instances
368
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7753
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7391
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9509
Cross-validation details (10-fold Crossvalidation)
Recall
0.7391
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5596
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4827
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5108
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0581
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
918.9176[547.9863625261552980.888295567979470.9393531548208883.83012134831091710.9440737619698]