Run
10591826

Run 10591826

Task 31 (Supervised Classification) credit-g Uploaded 07-02-2023 by Lei Zhang
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Flow

mlr.classif.randomForest(53)Learner mlr.classif.randomForest from package(s) randomForest.
mlr.classif.randomForest(53)_openml.seed1
mlr.classif.randomForest(53)_openml.kindMersenne-Twister
mlr.classif.randomForest(53)_openml.normal.kindInversion
mlr.classif.randomForest(53)_openml.sample.kindRejection

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.

21 Evaluation measures

Area under ROC curve
0.6624 ± 0.0379
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.745 ± 0.0301
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3683 ± 0.0766
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.4025 ± 0.0628
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.234 ± 0.0246
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4202
Cross-validation details (10-fold Crossvalidation)
Weighted recall
0.766 ± 0.0246
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7542 ± 0.0322
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.766 ± 0.0246
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8813
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5569 ± 0.0585
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4837 ± 0.0253
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0556 ± 0.0553
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
15.274
UserCPU time millis testing
0.195
UserCPU time millis training
15.079
Unweighted recall
0.6624 ± 0.0379
Cross-validation details (10-fold Crossvalidation)