Run
10591828

Run 10591828

Task 3543 (Supervised Classification) irish Uploaded 07-02-2023 by Lei Zhang
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

mlr.classif.rpart.preproc(21)Learner mlr.classif.rpart.preproc from package(s) rpart.
mlr.classif.rpart.preproc(21)_minsplit2
mlr.classif.rpart.preproc(21)_minbucket32
mlr.classif.rpart.preproc(21)_cp0.000769146015670516
mlr.classif.rpart.preproc(21)_xval0
mlr.classif.rpart.preproc(21)_openml.seed1
mlr.classif.rpart.preproc(21)_openml.kindMersenne-Twister
mlr.classif.rpart.preproc(21)_openml.normal.kindInversion
mlr.classif.rpart.preproc(21)_openml.sample.kindRejection

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.

21 Evaluation measures

Area under ROC curve
0.9831 ± 0.0126
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.988 ± 0.0139
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9758 ± 0.0281
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.9587 ± 0.0259
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0234 ± 0.0123
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4938 ± 0.0009
Cross-validation details (10-fold Crossvalidation)
Weighted recall
0.988 ± 0.014
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9883 ± 0.013
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.988 ± 0.014
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9909 ± 0.0027
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0474 ± 0.0249
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969 ± 0.0009
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1085 ± 0.0712
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2183 ± 0.1432
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.329
UserCPU time millis testing
0.023
UserCPU time millis training
0.306
Unweighted recall
0.9892 ± 0.0126
Cross-validation details (10-fold Crossvalidation)