OpenML
2413319

Run 2413319

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)_eta0.050767507373202
mlr.classif.xgboost(6)_max_depth15
mlr.classif.xgboost(6)_min_child_weight2.26491062263985
mlr.classif.xgboost(6)_subsample0.120341200730763
mlr.classif.xgboost(6)_colsample_bytree0.927648828597739
mlr.classif.xgboost(6)_colsample_bylevel0.0379218151792884
mlr.classif.xgboost(6)_lambda0.187903170291633
mlr.classif.xgboost(6)_alpha0.0011151100388205
mlr.classif.xgboost(6)_nrounds1409
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
0.9987
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.993
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9396
Cross-validation details (10-fold Crossvalidation)
KB relative information score
12315.209
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0136
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
0.993
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9931
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3338
Cross-validation details (10-fold Crossvalidation)
Recall
0.9931
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1179
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2403
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0753
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3134
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1042.8522
UserCPU time millis
203.284
UserCPU time millis testing
1.394
UserCPU time millis training
201.89