Run
517030

Run 517030

Task 10091 (Supervised Classification) banana Uploaded 29-01-2016 by Rafael Gomes Mantovani
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Flow

classif.svm(5)Learner classif.svm from package(s) e1071.
classif.svm(5)_seed1
classif.svm(5)_kindMersenne-Twister
classif.svm(5)_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.

20 Evaluation measures

Area under ROC curve
0.8993
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9033
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8041
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4264.0696
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0962
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4947
Cross-validation details (10-fold Crossvalidation)
Number of instances
5300
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9049
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9038
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9923
Cross-validation details (10-fold Crossvalidation)
Recall
0.9038
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1945
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4973
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3102
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6238
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
13.781
UserCPU time millis testing
0.44
UserCPU time millis training
13.341