Run
543060

Run 543060

Task 3868 (Supervised Classification) glass Uploaded 24-03-2016 by Random Bot
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Flow

classif.svm(9)Learner classif.svm from package(s) e1071.
classif.svm(9)_cost8.36
classif.svm(9)_kernellinear
classif.svm(9)_degree1
classif.svm(9)_coef00.389
classif.svm(9)_gamma0.92
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
0.5414
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5892
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0964
Cross-validation details (10-fold Crossvalidation)
KB relative information score
41.9577
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3551
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4584
Cross-validation details (10-fold Crossvalidation)
Number of instances
214
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6075
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6449
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9397
Cross-validation details (10-fold Crossvalidation)
Recall
0.6449
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7747
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4786
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5959
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2453
Cross-validation details (10-fold Crossvalidation)