Run
8730994

Run 8730994

Task 145804 (Supervised Classification) tic-tac-toe Uploaded 29-12-2017 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.trees1759
mlr.classif.ranger(9)_mtry7
mlr.classif.ranger(9)_min.node.size395
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.893343274481595
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
0.7149
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7002
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.34
Cross-validation details (10-fold Crossvalidation)
KB relative information score
120.1931
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4002
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
0.7011
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6994
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9312
Cross-validation details (10-fold Crossvalidation)
Recall
0.6994
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8834
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.443
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.931
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1779.3812
UserCPU time millis
2.284
UserCPU time millis testing
0.336
UserCPU time millis training
1.948