OpenML
5834412

Run 5834412

Task 3492 (Supervised Classification) monks-problems-1 Uploaded 13-07-2017 by OpenML_Bot R
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  • AzureBot3 botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees1482
mlr.classif.ranger(13)_mtry3
mlr.classif.ranger(13)_sample.fraction0.217456230032258
mlr.classif.ranger(13)_respect.unordered.factorsTRUE
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
0.9991
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9277
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8561
Cross-validation details (10-fold Crossvalidation)
KB relative information score
290.1696
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2651
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
556
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9371
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9281
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.9281
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5302
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3082
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6163
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1293.839
UserCPU time millis
9.82
UserCPU time millis testing
1.152
UserCPU time millis training
8.668