Run
1816389

Run 1816389

Task 24 (Supervised Classification) mushroom Uploaded 20-09-2016 by Rafael Gomes Mantovani
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

mlr.classif.naiveBayes.preproc(7)Learner mlr.classif.naiveBayes.preproc from package(s) e1071.
mlr.classif.naiveBayes.preproc(7)_openml.seed1
mlr.classif.naiveBayes.preproc(7)_openml.kindMersenne-Twister
mlr.classif.naiveBayes.preproc(7)_openml.normal.kindInversion

Result files

rds
BenchmarkResult

xml
Description

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

arff
Predictions

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

17 Evaluation measures

Area under ROC curve
0.9964
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9428
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8855
Cross-validation details (10-fold Crossvalidation)
KB relative information score
7228.495
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0547
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4994
Cross-validation details (10-fold Crossvalidation)
Number of instances
8124
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9472
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.943
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9991
Cross-validation details (10-fold Crossvalidation)
Recall
0.943
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1095
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4997
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2106
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4215
Cross-validation details (10-fold Crossvalidation)