Run
573296

Run 573296

Task 3731 (Supervised Classification) visualizing_livestock Uploaded 30-05-2016 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(5)Learner mlr.classif.rpart.preproc from package(s) rpart.
mlr.classif.rpart.preproc(5)_minsplit2
mlr.classif.rpart.preproc(5)_minbucket8
mlr.classif.rpart.preproc(5)_cp0.0138
mlr.classif.rpart.preproc(5)_xval0
mlr.classif.rpart.preproc(5)_openml.seed1
mlr.classif.rpart.preproc(5)_openml.kindMersenne-Twister
mlr.classif.rpart.preproc(5)_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.

20 Evaluation measures

Area under ROC curve
0.8105
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8391
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5144
Cross-validation details (10-fold Crossvalidation)
KB relative information score
43.917
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1834
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3135
Cross-validation details (10-fold Crossvalidation)
Number of instances
130
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8543
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8308
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7158
Cross-validation details (10-fold Crossvalidation)
Recall
0.8308
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.585
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3941
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3512
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8911
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.232
UserCPU time millis testing
0.029
UserCPU time millis training
0.203