Run
8853021

Run 8853021

Task 146066 (Supervised Classification) monks-problems-3 Uploaded 27-01-2018 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.trees1972
mlr.classif.ranger(9)_mtry4
mlr.classif.ranger(9)_min.node.size276
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.58942728836555
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
0.9552
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9531
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.906
Cross-validation details (10-fold Crossvalidation)
KB relative information score
226.9749
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3271
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
0.9532
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9531
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9989
Cross-validation details (10-fold Crossvalidation)
Recall
0.9531
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6551
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4996
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3479
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6963
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1758.9057
UserCPU time millis
1.435
UserCPU time millis testing
0.289
UserCPU time millis training
1.146