Run
7912824

Run 7912824

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)_eta0.00940607159028626
mlr.classif.xgboost(9)_max_depth10
mlr.classif.xgboost(9)_min_child_weight8.5775975158088
mlr.classif.xgboost(9)_subsample0.586888675391674
mlr.classif.xgboost(9)_colsample_bytree0.503597653936595
mlr.classif.xgboost(9)_colsample_bylevel0.0710315539035946
mlr.classif.xgboost(9)_lambda295.175278190305
mlr.classif.xgboost(9)_alpha0.00152223382712554
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds3081
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
0.9971
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9861
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8758
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8476.208
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0397
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
0.9863
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9866
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3338
Cross-validation details (10-fold Crossvalidation)
Recall
0.9866
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3436
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2403
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1098
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4569
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1289.872
UserCPU time millis
3343.008
UserCPU time millis testing
13.16
UserCPU time millis training
3329.848