Run
8869819

Run 8869819

Task 53 (Supervised Classification) vehicle Uploaded 02-03-2018 by Giuseppe Casalicchio
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Flow

mlr.classif.rpart(47)Learner mlr.classif.rpart from package(s) rpart.
mlr.classif.rpart(47)_xval0
mlr.classif.rpart(47)_openml.seed1
mlr.classif.rpart(47)_openml.kindMersenne-Twister
mlr.classif.rpart(47)_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
0.7871
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6681
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5747
Cross-validation details (10-fold Crossvalidation)
KB relative information score
521.1281
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1596
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3748
Cross-validation details (10-fold Crossvalidation)
Number of instances
846
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6622
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6809
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.9991
Cross-validation details (10-fold Crossvalidation)
Recall
0.6809
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4257
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4329
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3995
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9227
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.11
UserCPU time millis testing
0.02
UserCPU time millis training
0.09