Run
521144

Run 521144

Task 9954 (Supervised Classification) one-hundred-plants-margin Uploaded 06-02-2016 by Rafael Gomes Mantovani
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Flow

classif.naiveBayes(6)Learner classif.naiveBayes from package(s) e1071.
classif.naiveBayes(6)_seed1
classif.naiveBayes(6)_kindMersenne-Twister
classif.naiveBayes(6)_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
0.928
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.858
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8561
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1371.5024
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0029
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0198
Cross-validation details (10-fold Crossvalidation)
Number of instances
1600
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.864
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8575
Cross-validation details (10-fold Crossvalidation)
Prior entropy
6.6439
Cross-validation details (10-fold Crossvalidation)
Recall
0.8575
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1439
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.0995
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0534
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5365
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
12.479
UserCPU time millis testing
9.658
UserCPU time millis training
2.821