Run
8338971

Run 8338971

Task 145804 (Supervised Classification) tic-tac-toe Uploaded 30-10-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • AzureBot1 botV1 mlrRandomBot sciBenchV10
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees1877
mlr.classif.ranger(13)_mtry8
mlr.classif.ranger(13)_min.node.size45
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.678536253375933
mlr.classif.ranger(13)_respect.unordered.factorsTRUE
mlr.classif.ranger(13)_num.threads1
mlr.classif.ranger(13)_verboseFALSE
mlr.classif.ranger(13)_openml.seed1
mlr.classif.ranger(13)_openml.kindMersenne-Twister
mlr.classif.ranger(13)_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
0.9617
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.825
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6042
Cross-validation details (10-fold Crossvalidation)
KB relative information score
362.0545
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3019
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
0.8656
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8392
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9312
Cross-validation details (10-fold Crossvalidation)
Recall
0.8392
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6664
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3461
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7274
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1247.6005
UserCPU time millis
30.411
UserCPU time millis testing
2.35
UserCPU time millis training
28.061