Run
8580327

Run 8580327

Task 146066 (Supervised Classification) monks-problems-3 Uploaded 28-11-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees986
mlr.classif.ranger(9)_mtry6
mlr.classif.ranger(9)_min.node.size253
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.600482017430477
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
mlr.classif.ranger(9)_num.threads1
mlr.classif.ranger(9)_verboseFALSE
mlr.classif.ranger(9)_openml.seed1
mlr.classif.ranger(9)_openml.kindMersenne-Twister
mlr.classif.ranger(9)_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
0.9557
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8156
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6347
Cross-validation details (10-fold Crossvalidation)
KB relative information score
235.4746
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3128
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4992
Cross-validation details (10-fold Crossvalidation)
Number of instances
554
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8398
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8195
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9989
Cross-validation details (10-fold Crossvalidation)
Recall
0.8195
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6266
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4996
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3554
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7113
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1748.0598
UserCPU time millis
0.883
UserCPU time millis testing
0.246
UserCPU time millis training
0.637