Run
1826724

Run 1826724

Task 9952 (Supervised Classification) phoneme Uploaded 21-09-2016 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.rpart.preproc(16)Learner mlr.classif.rpart.preproc from package(s) rpart.
mlr.classif.rpart.preproc(16)_minsplit2
mlr.classif.rpart.preproc(16)_minbucket2
mlr.classif.rpart.preproc(16)_cp0.00339804485172091
mlr.classif.rpart.preproc(16)_xval0
mlr.classif.rpart.preproc(16)_openml.seed1
mlr.classif.rpart.preproc(16)_openml.kindMersenne-Twister
mlr.classif.rpart.preproc(16)_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
0.8745
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.846
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6273
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2605.1292
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2188
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4147
Cross-validation details (10-fold Crossvalidation)
Number of instances
5404
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8455
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8466
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.8466
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5275
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3454
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7586
Cross-validation details (10-fold Crossvalidation)