Run
25826

Run 25826

Task 59 (Supervised Classification) iris Uploaded 07-10-2014 by Joaquin Vanschoren
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Flow

weka.SMO_RBFKernel(2)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.RBFKernel(2)_C250007
weka.RBFKernel(2)_G1.0
weka.SMO_RBFKernel(2)_C10.0
weka.SMO_RBFKernel(2)_Kweka.classifiers.functions.supportVector.RBFKernel
weka.SMO_RBFKernel(2)_L0.001
weka.SMO_RBFKernel(2)_N0
weka.SMO_RBFKernel(2)_P1.0E-12
weka.SMO_RBFKernel(2)_V-1
weka.SMO_RBFKernel(2)_W1

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.

21 Evaluation measures

0.9717
Per class
Cross-validation details (10-fold Crossvalidation)
0.0122
Cross-validation details (10-fold Crossvalidation)
276331537.6
Cross-validation details (10-fold Crossvalidation)
0.9599
Per class
Cross-validation details (10-fold Crossvalidation)
0.94
Cross-validation details (10-fold Crossvalidation)
90.8539
Cross-validation details (10-fold Crossvalidation)
0.2311
Cross-validation details (10-fold Crossvalidation)
0.4444
Cross-validation details (10-fold Crossvalidation)
150
Per class
Cross-validation details (10-fold Crossvalidation)
[Oracle Corporation, 1.7.0_67, x86_64, Mac OS X, 10.9.5]
0.9619
Per class
Cross-validation details (10-fold Crossvalidation)
0.96
Cross-validation details (10-fold Crossvalidation)
1.585
Cross-validation details (10-fold Crossvalidation)
0.96
Per class
Cross-validation details (10-fold Crossvalidation)
0.52
Cross-validation details (10-fold Crossvalidation)
0.4714
Cross-validation details (10-fold Crossvalidation)
0.288
Cross-validation details (10-fold Crossvalidation)
0.611
Cross-validation details (10-fold Crossvalidation)
1571.9202[1030.87506356800871238.402965993701659.54656643867461306.79957386067173623.9770696272967]