Run
8694542

Run 8694542

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.trees1927
mlr.classif.ranger(16)_mtry9
mlr.classif.ranger(16)_min.node.size5
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.702745885355398
mlr.classif.ranger(16)_respect.unordered.factorsTRUE
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
0.9976
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9874
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9722
Cross-validation details (10-fold Crossvalidation)
KB relative information score
827.1473
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0736
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
0.9876
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9875
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9312
Cross-validation details (10-fold Crossvalidation)
Recall
0.9875
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1625
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.143
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3005
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1370.6605
UserCPU time millis
8.609
UserCPU time millis testing
0.862
UserCPU time millis training
7.747