Run
8526078

Run 8526078

Task 145804 (Supervised Classification) tic-tac-toe Uploaded 10-11-2017 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.trees341
mlr.classif.ranger(9)_mtry2
mlr.classif.ranger(9)_min.node.size31
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.819982579723
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
0.9846
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8687
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7033
Cross-validation details (10-fold Crossvalidation)
KB relative information score
357.2315
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3114
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.453
Cross-validation details (10-fold Crossvalidation)
Number of instances
958
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.89
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8758
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9312
Cross-validation details (10-fold Crossvalidation)
Recall
0.8758
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6874
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3441
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7232
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1756.754
UserCPU time millis
1.21
UserCPU time millis testing
0.142
UserCPU time millis training
1.068