Run
1847439

Run 1847439

Task 59 (Supervised Classification) iris Uploaded 07-02-2017 by Giuseppe Casalicchio
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Flow

mlr.classif.rpart.tuned(5)Learner mlr.classif.rpart.tuned from package(s) rpart.
mlr.classif.rpart.tuned(5)_openml.seed1
mlr.classif.rpart.tuned(5)_openml.kindMersenne-Twister
mlr.classif.rpart.tuned(5)_openml.normal.kindInversion

Result files

xml
Description

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

arff
Predictions

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

arff
Trace

ARFF file with the trace of all hyperparameter settings tried during optimization, and their performance.

17 Evaluation measures

Area under ROC curve
0.945
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9267
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.89
Cross-validation details (10-fold Crossvalidation)
KB relative information score
134.9402
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0489
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
0.9268
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9267
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.585
Cross-validation details (10-fold Crossvalidation)
Recall
0.9267
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.11
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4714
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2211
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.469
Cross-validation details (10-fold Crossvalidation)