Run
506215

Run 506215

Task 9983 (Supervised Classification) eeg-eye-state Uploaded 16-01-2016 by Casey Davis
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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)_C1.483327736881526
weka.SMO_RBFKernel(4)_N2
weka.SMO_RBFKernel(4)_L0.001
weka.SMO_RBFKernel(4)_P1.0E-12
weka.SMO_RBFKernel(4)_Mtrue
weka.SMO_RBFKernel(4)_V-1
weka.SMO_RBFKernel(4)_W1
weka.SMO_RBFKernel(4)_Kweka.classifiers.functions.supportVector.RBFKernel
weka.RBFKernel(4)_G0.002947581801521446
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.

22 Evaluation measures

0.9976
Per class
Cross-validation details (10-fold Crossvalidation)
0.9849
Per class
Cross-validation details (10-fold Crossvalidation)
0.9695
Cross-validation details (10-fold Crossvalidation)
14308.5938
Cross-validation details (10-fold Crossvalidation)
0.024
Cross-validation details (10-fold Crossvalidation)
0.4948
Cross-validation details (10-fold Crossvalidation)
14980
Per class
Cross-validation details (10-fold Crossvalidation)
[Oracle Corporation, 1.8.0_60, amd64, Linux, 3.16.0-38-generic]
0.9849
Per class
Cross-validation details (10-fold Crossvalidation)
0.9849
Cross-validation details (10-fold Crossvalidation)
0.9924
Cross-validation details (10-fold Crossvalidation)
0.9849
Per class
Cross-validation details (10-fold Crossvalidation)
0.0484
Cross-validation details (10-fold Crossvalidation)
0.4974
Cross-validation details (10-fold Crossvalidation)
0.1112
Cross-validation details (10-fold Crossvalidation)
0.2235
Cross-validation details (10-fold Crossvalidation)
1247.9106
333040
Cross-validation details (10-fold Crossvalidation)
19900
Cross-validation details (10-fold Crossvalidation)
313140
Cross-validation details (10-fold Crossvalidation)