Run
2042317

Run 2042317

Task 3817 (Supervised Classification) spectrometer Uploaded 17-04-2017 by Olof Morra
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.SMO_PolyKernel(15)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_PolyKernel(15)_C1.0
weka.SMO_PolyKernel(15)_N0
weka.SMO_PolyKernel(15)_L0.001
weka.SMO_PolyKernel(15)_P1.0E-12
weka.SMO_PolyKernel(15)_V-1
weka.SMO_PolyKernel(15)_W1
weka.SMO_PolyKernel(15)_Kweka.classifiers.functions.supportVector.PolyKernel
weka.SMO_PolyKernel(15)_calibratortrue
weka.PolyKernel(11)_E1.0
weka.PolyKernel(11)_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

0.8402
Per class
Cross-validation details (10-fold Crossvalidation)
0.9563
Per class
Cross-validation details (10-fold Crossvalidation)
0.7531
Cross-validation details (10-fold Crossvalidation)
371.2017
Cross-validation details (10-fold Crossvalidation)
0.0414
Cross-validation details (10-fold Crossvalidation)
0.1869
Cross-validation details (10-fold Crossvalidation)
531
Per class
Cross-validation details (10-fold Crossvalidation)
0.9567
Per class
Cross-validation details (10-fold Crossvalidation)
0.9586
Cross-validation details (10-fold Crossvalidation)
0.4849
Cross-validation details (10-fold Crossvalidation)
0.9586
Per class
Cross-validation details (10-fold Crossvalidation)
0.2217
Cross-validation details (10-fold Crossvalidation)
0.3047
Cross-validation details (10-fold Crossvalidation)
0.2035
Cross-validation details (10-fold Crossvalidation)
0.668
Cross-validation details (10-fold Crossvalidation)