Run
8258033

Run 8258033

Task 145804 (Supervised Classification) tic-tac-toe 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.trees1748
mlr.classif.ranger(9)_mtry8
mlr.classif.ranger(9)_min.node.size220
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.895948963845149
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
0.7975
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.691
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3104
Cross-validation details (10-fold Crossvalidation)
KB relative information score
176.4611
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3701
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
0.6886
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6952
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9312
Cross-validation details (10-fold Crossvalidation)
Recall
0.6952
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8169
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4197
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8819
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1722.1998
UserCPU time millis
3.315
UserCPU time millis testing
0.622
UserCPU time millis training
2.693