Run
571812

Run 571812

Task 14964 (Supervised Classification) artificial-characters 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
0.7899
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6185
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5791
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6190.6032
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0755
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.179
Cross-validation details (10-fold Crossvalidation)
Number of instances
10218
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6331
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6224
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.2849
Cross-validation details (10-fold Crossvalidation)
Recall
0.6224
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4219
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2992
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2748
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9185
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
133.646
UserCPU time millis testing
5.22
UserCPU time millis training
128.426