Run
7910347

Run 7910347

Task 3889 (Supervised Classification) sylva_agnostic Uploaded 10-09-2017 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)_eta0.00139722208666248
mlr.classif.xgboost(9)_max_depth3
mlr.classif.xgboost(9)_min_child_weight81.8380138655121
mlr.classif.xgboost(9)_subsample0.364523317315616
mlr.classif.xgboost(9)_colsample_bytree0.623976739123464
mlr.classif.xgboost(9)_colsample_bylevel0.685738831758499
mlr.classif.xgboost(9)_lambda0.0122640581944001
mlr.classif.xgboost(9)_alpha0.00213500395124093
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds2393
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
0.9954
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.982
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8366
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3204.9718
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.067
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
0.9824
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9828
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3338
Cross-validation details (10-fold Crossvalidation)
Recall
0.9828
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5798
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2403
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1322
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5499
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1262.7626
UserCPU time millis
4624.341
UserCPU time millis testing
9.124
UserCPU time millis training
4615.217