Run
2087242

Run 2087242

Task 3902 (Supervised Classification) pc4 Uploaded 25-04-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.xgboost(7)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(7)_eta0.00199535120493178
mlr.classif.xgboost(7)_max_depth12
mlr.classif.xgboost(7)_min_child_weight32.1209551772194
mlr.classif.xgboost(7)_subsample0.733074396336451
mlr.classif.xgboost(7)_colsample_bytree0.789077981375158
mlr.classif.xgboost(7)_colsample_bylevel0.454302940517664
mlr.classif.xgboost(7)_lambda0.202039413188713
mlr.classif.xgboost(7)_alpha0.267237462346216
mlr.classif.xgboost(7)_nrounds3312
mlr.classif.xgboost(7)_verbose0
mlr.classif.xgboost(7)_openml.seed1
mlr.classif.xgboost(7)_openml.kindMersenne-Twister
mlr.classif.xgboost(7)_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
0.9077
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8499
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1855
Cross-validation details (10-fold Crossvalidation)
KB relative information score
95.5158
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1628
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2148
Cross-validation details (10-fold Crossvalidation)
Number of instances
1458
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8578
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8841
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5368
Cross-validation details (10-fold Crossvalidation)
Recall
0.8841
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7581
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3274
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2761
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8433
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
420.684
UserCPU time millis
292.45
UserCPU time millis testing
0.07
UserCPU time millis training
292.38