Run
2413615

Run 2413615

Task 3889 (Supervised Classification) sylva_agnostic Uploaded 13-06-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.xgboost(6)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(6)_eta0.00157256052647656
mlr.classif.xgboost(6)_max_depth14
mlr.classif.xgboost(6)_min_child_weight45.596000475278
mlr.classif.xgboost(6)_subsample0.668518598750234
mlr.classif.xgboost(6)_colsample_bytree0.721914408262819
mlr.classif.xgboost(6)_colsample_bylevel0.754359109792858
mlr.classif.xgboost(6)_lambda0.194702062759823
mlr.classif.xgboost(6)_alpha0.00308441686494981
mlr.classif.xgboost(6)_nrounds1589
mlr.classif.xgboost(6)_verbose0
mlr.classif.xgboost(6)_openml.seed1
mlr.classif.xgboost(6)_openml.kindMersenne-Twister
mlr.classif.xgboost(6)_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
0.9967
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9864
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8806
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6156.6867
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0679
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1156
Cross-validation details (10-fold Crossvalidation)
Number of instances
14395
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9864
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9867
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3338
Cross-validation details (10-fold Crossvalidation)
Recall
0.9867
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5874
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2403
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1123
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4674
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1859.1356
UserCPU time millis
852.874
UserCPU time millis testing
1.039
UserCPU time millis training
851.835