Run
506095

Run 506095

Task 9956 (Supervised Classification) one-hundred-plants-texture Uploaded 16-01-2016 by Casey Davis
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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.

22 Evaluation measures

0.9897
Per class
Cross-validation details (10-fold Crossvalidation)
0.8114
Per class
Cross-validation details (10-fold Crossvalidation)
0.8136
Cross-validation details (10-fold Crossvalidation)
237.9671
Cross-validation details (10-fold Crossvalidation)
0.0196
Cross-validation details (10-fold Crossvalidation)
0.0198
Cross-validation details (10-fold Crossvalidation)
1599
Per class
Cross-validation details (10-fold Crossvalidation)
[Oracle Corporation, 1.8.0_60, amd64, Linux, 3.16.0-38-generic]
0.8211
Per class
Cross-validation details (10-fold Crossvalidation)
0.8155
Cross-validation details (10-fold Crossvalidation)
6.6438
Cross-validation details (10-fold Crossvalidation)
0.8155
Per class
Cross-validation details (10-fold Crossvalidation)
0.99
Cross-validation details (10-fold Crossvalidation)
0.0995
Cross-validation details (10-fold Crossvalidation)
0.0987
Cross-validation details (10-fold Crossvalidation)
0.9917
Cross-validation details (10-fold Crossvalidation)
1255.8475
59080
Cross-validation details (10-fold Crossvalidation)
38620
Cross-validation details (10-fold Crossvalidation)
20460
Cross-validation details (10-fold Crossvalidation)