Run
521178

Run 521178

Task 9955 (Supervised Classification) one-hundred-plants-shape 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
0.7674
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5283
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5347
Cross-validation details (10-fold Crossvalidation)
KB relative information score
861.3916
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0092
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
0.5404
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5394
Cross-validation details (10-fold Crossvalidation)
Prior entropy
6.6439
Cross-validation details (10-fold Crossvalidation)
Recall
0.5394
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4653
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.0995
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.096
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9647
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
14.294
UserCPU time millis testing
11.309
UserCPU time millis training
2.985