Run
6224112

Run 6224112

Task 145804 (Supervised Classification) tic-tac-toe Uploaded 27-08-2017 by OpenML_Bot R
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Flow

mlr.classif.xgboost(9)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(9)_eta0.226719967932011
mlr.classif.xgboost(9)_max_depth2
mlr.classif.xgboost(9)_min_child_weight28.2159225942101
mlr.classif.xgboost(9)_subsample0.827354243956506
mlr.classif.xgboost(9)_colsample_bytree0.975695665692911
mlr.classif.xgboost(9)_colsample_bylevel0.549390321830288
mlr.classif.xgboost(9)_lambda0.14062974975889
mlr.classif.xgboost(9)_alpha12.0034740477762
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds4340
mlr.classif.xgboost(9)_verbose0
mlr.classif.xgboost(9)_openml.seed1
mlr.classif.xgboost(9)_openml.kindMersenne-Twister
mlr.classif.xgboost(9)_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
0.9399
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8471
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6549
Cross-validation details (10-fold Crossvalidation)
KB relative information score
395.5877
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2852
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
0.8598
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8539
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9312
Cross-validation details (10-fold Crossvalidation)
Recall
0.8539
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6297
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3367
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7076
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1282.7935
UserCPU time millis
87.685
UserCPU time millis testing
0.482
UserCPU time millis training
87.203