Run
1664984

Run 1664984

Task 3481 (Supervised Classification) isolet Uploaded 19-07-2016 by Jan van Rijn
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Flow

weka.SMO_RBFKernel(4)J. Platt: Fast Training of Support Vector Machines using Sequential Minimal Optimization. In B. Schoelkopf and C. Burges and A. Smola, editors, Advances in Kernel Methods - Support Vector Learning, 1998. S.S. Keerthi, S.K. Shevade, C. Bhattacharyya, K.R.K. Murthy (2001). Improvements to Platt's SMO Algorithm for SVM Classifier Design. Neural Computation. 13(3):637-649. Trevor Hastie, Robert Tibshirani: Classification by Pairwise Coupling. In: Advances in Neural Information Processing Systems, 1998.
weka.SMO_RBFKernel(4)_C1.0
weka.SMO_RBFKernel(4)_N0
weka.SMO_RBFKernel(4)_L0.001
weka.SMO_RBFKernel(4)_P1.0E-12
weka.SMO_RBFKernel(4)_V-1
weka.SMO_RBFKernel(4)_W1
weka.SMO_RBFKernel(4)_Kweka.classifiers.functions.supportVector.RBFKernel
weka.RBFKernel(4)_G0.01
weka.RBFKernel(4)_C250007

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.

17 Evaluation measures

0.9972
Per class
Cross-validation details (10-fold Crossvalidation)
0.9614
Per class
Cross-validation details (10-fold Crossvalidation)
0.9599
Cross-validation details (10-fold Crossvalidation)
1652.1879
Cross-validation details (10-fold Crossvalidation)
0.071
Cross-validation details (10-fold Crossvalidation)
0.074
Cross-validation details (10-fold Crossvalidation)
7797
Per class
Cross-validation details (10-fold Crossvalidation)
0.9621
Per class
Cross-validation details (10-fold Crossvalidation)
0.9614
Cross-validation details (10-fold Crossvalidation)
4.7004
Cross-validation details (10-fold Crossvalidation)
0.9614
Per class
Cross-validation details (10-fold Crossvalidation)
0.9602
Cross-validation details (10-fold Crossvalidation)
0.1923
Cross-validation details (10-fold Crossvalidation)
0.1859
Cross-validation details (10-fold Crossvalidation)
0.9668
Cross-validation details (10-fold Crossvalidation)