Run
543139

Run 543139

Task 9892 (Supervised Classification) nursery 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)_cost2.31e+03
classif.svm(9)_kernelsigmoid
classif.svm(9)_degree4
classif.svm(9)_coef00.0343
classif.svm(9)_gamma2.29e+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
0.6129
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4798
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2232
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3654.271
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2633
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3412
Cross-validation details (10-fold Crossvalidation)
Number of instances
12958
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5086
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4734
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.7148
Cross-validation details (10-fold Crossvalidation)
Recall
0.4734
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7717
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.413
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5131
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2423
Cross-validation details (10-fold Crossvalidation)