Run
528401

Run 528401

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

classif.naiveBayes.bagged(2)Learner classif.naiveBayes.bagged from package(s) e1071.
classif.naiveBayes.bagged(2)_bw.iters10
classif.naiveBayes.bagged(2)_seed1
classif.naiveBayes.bagged(2)_kindMersenne-Twister
classif.naiveBayes.bagged(2)_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
0.97
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.96
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.94
Cross-validation details (10-fold Crossvalidation)
KB relative information score
141.7856
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0267
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
0.96
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.96
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.585
Cross-validation details (10-fold Crossvalidation)
Recall
0.96
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.06
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4714
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1633
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3464
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.301
UserCPU time millis testing
0.524
UserCPU time millis training
0.777