Run
8643564

Run 8643564

Task 145804 (Supervised Classification) tic-tac-toe Uploaded 11-12-2017 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(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees1025
mlr.classif.ranger(15)_mtry9
mlr.classif.ranger(15)_min.node.size125
mlr.classif.ranger(15)_sample.fraction0.980874095181935
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.8336
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7778
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5003
Cross-validation details (10-fold Crossvalidation)
KB relative information score
272.1205
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3375
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
0.8491
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8038
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9312
Cross-validation details (10-fold Crossvalidation)
Recall
0.8038
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.745
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3886
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8166
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1403.198
UserCPU time millis
2.42
UserCPU time millis testing
0.26
UserCPU time millis training
2.16