Run
8598286

Run 8598286

Task 146066 (Supervised Classification) monks-problems-3 Uploaded 30-11-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • botV1 mlrRandomBot sciBenchV1.0
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1090
mlr.classif.ranger(9)_mtry2
mlr.classif.ranger(9)_min.node.size2
mlr.classif.ranger(9)_sample.fraction0.557490795804188
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
0.9925
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9783
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9566
Cross-validation details (10-fold Crossvalidation)
KB relative information score
463.8004
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0996
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
0.9784
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9783
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9989
Cross-validation details (10-fold Crossvalidation)
Recall
0.9783
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1995
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4996
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1514
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3031
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
2155.7522
UserCPU time millis
1.754
UserCPU time millis testing
0.2
UserCPU time millis training
1.554