Run
573295

Run 573295

Task 3731 (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)_minsplit32
mlr.classif.rpart.preproc(5)_minbucket8
mlr.classif.rpart.preproc(5)_cp0.00521
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
0.7177
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8504
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5332
Cross-validation details (10-fold Crossvalidation)
KB relative information score
35.3773
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2188
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
0.8564
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8462
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7158
Cross-validation details (10-fold Crossvalidation)
Recall
0.8462
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6978
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3941
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3449
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.875
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.126
UserCPU time millis testing
0.027
UserCPU time millis training
0.099