Run
573281

Run 573281

Task 3577 (Supervised Classification) visualizing_livestock Uploaded 30-05-2016 by Rafael Gomes Mantovani
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Flow

mlr.classif.rpart.preproc(5)Learner mlr.classif.rpart.preproc from package(s) rpart.
mlr.classif.rpart.preproc(5)_minsplit64
mlr.classif.rpart.preproc(5)_minbucket32
mlr.classif.rpart.preproc(5)_cp0.00167
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
0.6323
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3597
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3365
Cross-validation details (10-fold Crossvalidation)
KB relative information score
35.8196
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2667
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.32
Cross-validation details (10-fold Crossvalidation)
Number of instances
130
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.294
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4692
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.3219
Cross-validation details (10-fold Crossvalidation)
Recall
0.4692
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8336
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3714
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9284
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
52.33
UserCPU time millis testing
0.023
UserCPU time millis training
52.307