Run
539002

Run 539002

Task 3884 (Supervised Classification) page-blocks Uploaded 22-03-2016 by Random Bot
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Flow

classif.svm(8)Learner classif.svm from package(s) e1071.
classif.svm(8)_cost0.0514
classif.svm(8)_kernelsigmoid
classif.svm(8)_degree4
classif.svm(8)_coef00.286
classif.svm(8)_gamma919
classif.svm(8)_seed1
classif.svm(8)_kindMersenne-Twister
classif.svm(8)_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
0.5189
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8293
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0404
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-1052.8568
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.165
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1838
Cross-validation details (10-fold Crossvalidation)
Number of instances
5473
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8238
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.835
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4768
Cross-validation details (10-fold Crossvalidation)
Recall
0.835
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8976
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3031
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4062
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3403
Cross-validation details (10-fold Crossvalidation)