Run
8372913

Run 8372913

Task 145804 (Supervised Classification) tic-tac-toe Uploaded 31-10-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees151
mlr.classif.ranger(13)_mtry10
mlr.classif.ranger(13)_min.node.size16
mlr.classif.ranger(13)_sample.fraction0.343664574297145
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
0.9839
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8652
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6951
Cross-validation details (10-fold Crossvalidation)
KB relative information score
419.6232
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2809
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
0.8876
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8727
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9312
Cross-validation details (10-fold Crossvalidation)
Recall
0.8727
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.62
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3222
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.677
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1285.4306
UserCPU time millis
3.535
UserCPU time millis testing
0.328
UserCPU time millis training
3.207