Run
8694599

Run 8694599

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(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees1286
mlr.classif.ranger(16)_mtry5
mlr.classif.ranger(16)_min.node.size1
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.260019215615466
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.9969
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8995
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7732
Cross-validation details (10-fold Crossvalidation)
KB relative information score
541.2837
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2254
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
0.9163
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.904
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9312
Cross-validation details (10-fold Crossvalidation)
Recall
0.904
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4976
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2721
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5717
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1373.5504
Total cost
UserCPU time millis
5.341
UserCPU time millis testing
0.794
UserCPU time millis training
4.547