Run
538653

Run 538653

Task 6 (Supervised Classification) letter Uploaded 21-03-2016 by Random Bot
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Flow

classif.svm(9)Learner classif.svm from package(s) e1071.
classif.svm(9)_cost13.1
classif.svm(9)_kernellinear
classif.svm(9)_degree2
classif.svm(9)_coef00.342
classif.svm(9)_gamma1.35e+04
classif.svm(9)_seed1
classif.svm(9)_kindMersenne-Twister
classif.svm(9)_normal.kindInversion

Result files

Description

XML file describing the run, including user-defined evaluation measures.

Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.9234
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8524
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8469
Cross-validation details (10-fold Crossvalidation)
KB relative information score
17012.6288
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0113
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.074
Cross-validation details (10-fold Crossvalidation)
Number of instances
20000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8533
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8528
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.6998
Cross-validation details (10-fold Crossvalidation)
Recall
0.8528
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1531
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1923
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1064
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5534
Cross-validation details (10-fold Crossvalidation)