Run
506116

Run 506116

Task 31 (Supervised Classification) credit-g Uploaded 16-01-2016 by Casey Davis
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Flow

weka.SMO_Puk(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_Puk(1)_C0.968803239588822
weka.SMO_Puk(1)_N1
weka.SMO_Puk(1)_L0.001
weka.SMO_Puk(1)_P1.0E-12
weka.SMO_Puk(1)_Mtrue
weka.SMO_Puk(1)_V-1
weka.SMO_Puk(1)_W1
weka.SMO_Puk(1)_Kweka.classifiers.functions.supportVector.Puk
weka.Puk(5)_O0.8389918967408314
weka.Puk(5)_S1.6513518668399372
weka.Puk(5)_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

0.7677
Per class
Cross-validation details (10-fold Crossvalidation)
0.6853
Per class
Cross-validation details (10-fold Crossvalidation)
0.3574
Cross-validation details (10-fold Crossvalidation)
155.6871
Cross-validation details (10-fold Crossvalidation)
0.3303
Cross-validation details (10-fold Crossvalidation)
0.4202
Cross-validation details (10-fold Crossvalidation)
1000
Per class
Cross-validation details (10-fold Crossvalidation)
[Oracle Corporation, 1.8.0_60, amd64, Linux, 3.16.0-38-generic]
0.7667
Per class
Cross-validation details (10-fold Crossvalidation)
0.672
Cross-validation details (10-fold Crossvalidation)
0.8818
Cross-validation details (10-fold Crossvalidation)
0.672
Per class
Cross-validation details (10-fold Crossvalidation)
0.786
Cross-validation details (10-fold Crossvalidation)
0.4583
Cross-validation details (10-fold Crossvalidation)
0.5656
Cross-validation details (10-fold Crossvalidation)
1.2343
Cross-validation details (10-fold Crossvalidation)
1242.2683
990
Cross-validation details (10-fold Crossvalidation)
290
Cross-validation details (10-fold Crossvalidation)
700
Cross-validation details (10-fold Crossvalidation)