Run
8333533

Run 8333533

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.trees1917
mlr.classif.ranger(13)_mtry11
mlr.classif.ranger(13)_min.node.size53
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.997600678121671
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
0.9871
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9225
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8257
Cross-validation details (10-fold Crossvalidation)
KB relative information score
476.0784
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2505
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
0.9315
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9248
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9312
Cross-validation details (10-fold Crossvalidation)
Recall
0.9248
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.553
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.305
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6409
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1288.7963
UserCPU time millis
41.855
UserCPU time millis testing
2.573
UserCPU time millis training
39.282