Run
8643537

Run 8643537

Task 145804 (Supervised Classification) tic-tac-toe Uploaded 11-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees686
mlr.classif.ranger(15)_mtry3
mlr.classif.ranger(15)_min.node.size7
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.399963276507333
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
0.9895
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8821
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7336
Cross-validation details (10-fold Crossvalidation)
KB relative information score
457.2862
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2669
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
0.9037
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8883
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9312
Cross-validation details (10-fold Crossvalidation)
Recall
0.8883
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5891
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3052
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6413
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1427.856
UserCPU time millis
2.36
UserCPU time millis testing
0.28
UserCPU time millis training
2.08