Run
8259638

Run 8259638

Task 3494 (Supervised Classification) monks-problems-3 Uploaded 26-10-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • botV1 mlrRandomBot sciBenchV10
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1
mlr.classif.ranger(9)_mtry1
mlr.classif.ranger(9)_min.node.size4
mlr.classif.ranger(9)_sample.fraction0.788906554062851
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
0.8188
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6989
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4044
Cross-validation details (10-fold Crossvalidation)
KB relative information score
208.4529
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3175
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
0.7181
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7058
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9989
Cross-validation details (10-fold Crossvalidation)
Recall
0.7058
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.636
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4996
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4073
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8152
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1868.1832
UserCPU time millis
0.038
UserCPU time millis testing
0.016
UserCPU time millis training
0.022