Run
573047

Run 573047

Task 3590 (Supervised Classification) analcatdata_vineyard Uploaded 22-05-2016 by Giuseppe Casalicchio
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Flow

mlr.classif.rpart.bagged(1)Learner mlr.classif.rpart.bagged from package(s) rpart.
mlr.classif.rpart.bagged(1)_bw.iters100
mlr.classif.rpart.bagged(1)_xval0
mlr.classif.rpart.bagged(1)_openml.seed1
mlr.classif.rpart.bagged(1)_openml.kindMersenne-Twister
mlr.classif.rpart.bagged(1)_openml.normal.kindInversion

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.

20 Evaluation measures

Area under ROC curve
0.8524
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8528
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7024
Cross-validation details (10-fold Crossvalidation)
KB relative information score
327.4953
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1474
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4939
Cross-validation details (10-fold Crossvalidation)
Number of instances
468
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8534
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8526
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.8526
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2985
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.384
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7727
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
15.91
UserCPU time millis testing
3.58
UserCPU time millis training
12.33