Run
10154912

Run 10154912

Task 53 (Supervised Classification) vehicle Uploaded 21-03-2019 by Giuseppe Casalicchio
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Flow

mlr.classif.rpart.tuned(14)Learner mlr.classif.rpart.tuned from package(s) rpart.
mlr.classif.rpart.tuned(14)_xval0
mlr.classif.rpart.tuned(14)_openml.seed1
mlr.classif.rpart.tuned(14)_openml.kindMersenne-Twister
mlr.classif.rpart.tuned(14)_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.

arff
Trace

ARFF file with the trace of all hyperparameter settings tried during optimization, and their performance.

20 Evaluation measures

Area under ROC curve
0.7527 ± 0.0159
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5888 ± 0.0282
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5059 ± 0.0319
Cross-validation details (10-fold Crossvalidation)
KB relative information score
468.6629 ± 2.5941
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1856 ± 0.0117
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3748 ± 0
Cross-validation details (10-fold Crossvalidation)
Number of instances
846
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5893 ± 0.0447
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6288 ± 0.0234
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.9991
Cross-validation details (10-fold Crossvalidation)
Recall
0.6288 ± 0.0234
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4951 ± 0.0312
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4329 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4308 ± 0.0137
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9951 ± 0.0316
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.58
UserCPU time millis testing
0.05
UserCPU time millis training
1.53