Run
1672561

Run 1672561

Task 3481 (Supervised Classification) isolet Uploaded 20-07-2016 by Jan van Rijn
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.SMO_NormalizedPolyKernel(1)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_NormalizedPolyKernel(1)_C1.0
weka.SMO_NormalizedPolyKernel(1)_N0
weka.SMO_NormalizedPolyKernel(1)_L0.001
weka.SMO_NormalizedPolyKernel(1)_P1.0E-12
weka.SMO_NormalizedPolyKernel(1)_V-1
weka.SMO_NormalizedPolyKernel(1)_W1
weka.SMO_NormalizedPolyKernel(1)_Kweka.classifiers.functions.supportVector.NormalizedPolyKernel
weka.NormalizedPolyKernel(6)_E2.0
weka.NormalizedPolyKernel(6)_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

0.9965
Per class
Cross-validation details (10-fold Crossvalidation)
0.9527
Per class
Cross-validation details (10-fold Crossvalidation)
0.9509
Cross-validation details (10-fold Crossvalidation)
1650.5191
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)
0.9535
Per class
Cross-validation details (10-fold Crossvalidation)
0.9528
Cross-validation details (10-fold Crossvalidation)
4.7004
Cross-validation details (10-fold Crossvalidation)
0.9528
Per class
Cross-validation details (10-fold Crossvalidation)
0.9603
Cross-validation details (10-fold Crossvalidation)
0.1923
Cross-validation details (10-fold Crossvalidation)
0.1859
Cross-validation details (10-fold Crossvalidation)
0.9669
Cross-validation details (10-fold Crossvalidation)