Run
8690553

Run 8690553

Task 145804 (Supervised Classification) tic-tac-toe Uploaded 26-12-2017 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.trees1084
mlr.classif.ranger(9)_mtry5
mlr.classif.ranger(9)_min.node.size33
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.32032104479149
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
0.8869
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7689
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4773
Cross-validation details (10-fold Crossvalidation)
KB relative information score
285.5157
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3275
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
0.7963
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7871
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9312
Cross-validation details (10-fold Crossvalidation)
Recall
0.7871
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.723
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3739
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7858
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1855.7733
UserCPU time millis
2.421
UserCPU time millis testing
0.288
UserCPU time millis training
2.133