Run
143140

Run 143140

Task 14 (Supervised Classification) mfeat-fourier Uploaded 31-01-2015 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)_G0.01
weka.SMO_RBFKernel(2)_C1.0
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.

22 Evaluation measures

0.9497
Per class
Cross-validation details (10-fold Crossvalidation)
0.7781
Per class
Cross-validation details (10-fold Crossvalidation)
0.7539
Cross-validation details (10-fold Crossvalidation)
558.6718
Cross-validation details (10-fold Crossvalidation)
0.1618
Cross-validation details (10-fold Crossvalidation)
0.18
Cross-validation details (10-fold Crossvalidation)
2000
Per class
Cross-validation details (10-fold Crossvalidation)
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
0.7834
Per class
Cross-validation details (10-fold Crossvalidation)
0.7785
Cross-validation details (10-fold Crossvalidation)
3.3219
Cross-validation details (10-fold Crossvalidation)
0.7785
Per class
Cross-validation details (10-fold Crossvalidation)
0.8987
Cross-validation details (10-fold Crossvalidation)
0.3
Cross-validation details (10-fold Crossvalidation)
0.2753
Cross-validation details (10-fold Crossvalidation)
0.9178
Cross-validation details (10-fold Crossvalidation)
935.4866
19630
Cross-validation details (10-fold Crossvalidation)
16540
Cross-validation details (10-fold Crossvalidation)
3090
Cross-validation details (10-fold Crossvalidation)