Run
8779715

Run 8779715

Task 3492 (Supervised Classification) monks-problems-1 Uploaded 07-01-2018 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees222
mlr.classif.ranger(16)_mtry4
mlr.classif.ranger(16)_min.node.size63
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.743918847758323
mlr.classif.ranger(16)_respect.unordered.factorsTRUE
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.992
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8797
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7626
Cross-validation details (10-fold Crossvalidation)
KB relative information score
283.6354
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2663
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
0.9026
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8813
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.8813
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5326
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3199
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6399
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1372.8675
UserCPU time millis
0.597
UserCPU time millis testing
0.067
UserCPU time millis training
0.53