Run
528395

Run 528395

Task 59 (Supervised Classification) iris Uploaded 02-03-2016 by Jean Petric
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Flow

classif.naiveBayes.bagged(1)Learner classif.naiveBayes.bagged from package(s) e1071.
classif.naiveBayes.bagged(1)_bw.iters10
classif.naiveBayes.bagged(1)_bw.replaceTRUE
classif.naiveBayes.bagged(1)_bw.size0.8
classif.naiveBayes.bagged(1)_bw.feats0.75
classif.naiveBayes.bagged(1)_seed1
classif.naiveBayes.bagged(1)_kindMersenne-Twister
classif.naiveBayes.bagged(1)_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
0.965
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9533
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.93
Cross-validation details (10-fold Crossvalidation)
KB relative information score
140.4165
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0311
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4444
Cross-validation details (10-fold Crossvalidation)
Number of instances
150
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9534
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9533
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.585
Cross-validation details (10-fold Crossvalidation)
Recall
0.9533
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.07
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4714
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1764
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.955
UserCPU time millis testing
0.349
UserCPU time millis training
0.606