OpenML
10591833

Run 10591833

Task 3 (Supervised Classification) kr-vs-kp Uploaded 08-02-2023 by Lei Zhang
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees107
mlr.classif.ranger(13)_mtry13
mlr.classif.ranger(13)_sample.fraction0.721326581737958
mlr.classif.ranger(13)_num.threads1
mlr.classif.ranger(13)_verboseFALSE
mlr.classif.ranger(13)_openml.seed1
mlr.classif.ranger(13)_openml.kindMersenne-Twister
mlr.classif.ranger(13)_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.

21 Evaluation measures

Area under ROC curve
0.9993 ± 0.0009
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9928 ± 0.0053
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9856 ± 0.0107
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.9406 ± 0.0116
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0355 ± 0.006
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.499 ± 0
Cross-validation details (10-fold Crossvalidation)
Weighted recall
0.9928 ± 0.0053
Cross-validation details (10-fold Crossvalidation)
Number of instances
3196
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9928 ± 0.0052
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9928 ± 0.0053
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9986 ± 0.0001
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0711 ± 0.0119
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4995 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0955 ± 0.019
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.1912 ± 0.0379
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
11.621
UserCPU time millis testing
0.667
UserCPU time millis training
10.954
Unweighted recall
0.9928 ± 0.0053
Cross-validation details (10-fold Crossvalidation)