Run
8768453

Run 8768453

Task 146064 (Supervised Classification) monks-problems-1 Uploaded 01-01-2018 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.trees919
mlr.classif.ranger(16)_mtry2
mlr.classif.ranger(16)_min.node.size90
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.748769987374544
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
0.9574
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7398
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5108
Cross-validation details (10-fold Crossvalidation)
KB relative information score
165.8319
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3724
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
0.8357
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7554
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.7554
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7449
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3962
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7925
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1379.0695
UserCPU time millis
0.994
UserCPU time millis testing
0.169
UserCPU time millis training
0.825