Run
7985444

Run 7985444

Task 146065 (Supervised Classification) monks-problems-2 Uploaded 17-10-2017 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.trees1227
mlr.classif.ranger(9)_mtry2
mlr.classif.ranger(9)_min.node.size56
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.989436128176749
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
0.8095
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5826
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1057
Cross-validation details (10-fold Crossvalidation)
KB relative information score
68.6343
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4046
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4507
Cross-validation details (10-fold Crossvalidation)
Number of instances
601
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7873
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6855
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9279
Cross-validation details (10-fold Crossvalidation)
Recall
0.6855
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8976
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4746
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4346
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9157
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1731.6557
UserCPU time millis
2.505
UserCPU time millis testing
0.492
UserCPU time millis training
2.013