Run
25738

Run 25738

Task 59 (Supervised Classification) iris Uploaded 05-10-2014 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.

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

0.8698
Per class
Cross-validation details (10-fold Crossvalidation)
0.0128
Cross-validation details (10-fold Crossvalidation)
227361403.2
Cross-validation details (10-fold Crossvalidation)
0.7737
Per class
Cross-validation details (10-fold Crossvalidation)
0.67
Cross-validation details (10-fold Crossvalidation)
69.557
Cross-validation details (10-fold Crossvalidation)
0.283
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, 10.9.4]
0.7934
Per class
Cross-validation details (10-fold Crossvalidation)
0.78
Cross-validation details (10-fold Crossvalidation)
1.585
Cross-validation details (10-fold Crossvalidation)
0.78
Per class
Cross-validation details (10-fold Crossvalidation)
0.6367
Cross-validation details (10-fold Crossvalidation)
0.4714
Cross-validation details (10-fold Crossvalidation)
0.3576
Cross-validation details (10-fold Crossvalidation)
0.7587
Cross-validation details (10-fold Crossvalidation)
1682.0994[958.37395040180541218.4349939478666650.35845494517041326.63962873305744256.690074675994]