Run
571726

Run 571726

Task 14968 (Supervised Classification) cylinder-bands Uploaded 05-05-2016 by Rafael Gomes Mantovani
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Flow

classif.svm(10)Learner classif.svm from package(s) e1071.
classif.svm(10)_openml.seed1
classif.svm(10)_openml.kindMersenne-Twister
classif.svm(10)_openml.normal.kindInversion

Result files

xml
Description

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

arff
Predictions

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

20 Evaluation measures

Area under ROC curve
0.722
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7403
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4736
Cross-validation details (10-fold Crossvalidation)
KB relative information score
270.6852
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2407
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4879
Cross-validation details (10-fold Crossvalidation)
Number of instances
540
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7954
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7593
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9826
Cross-validation details (10-fold Crossvalidation)
Recall
0.7593
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4934
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4939
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4907
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9934
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.764
UserCPU time millis testing
0.152
UserCPU time millis training
1.612