OpenML
6329684

Run 6329684

Task 9977 (Supervised Classification) nomao Uploaded 28-08-2017 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)_eta0.00100005589298884
mlr.classif.xgboost(9)_max_depth12
mlr.classif.xgboost(9)_min_child_weight81.4491793188766
mlr.classif.xgboost(9)_subsample0.855874612880871
mlr.classif.xgboost(9)_colsample_bytree0.279533705674112
mlr.classif.xgboost(9)_colsample_bylevel0.27318726060912
mlr.classif.xgboost(9)_lambda0.012606196226984
mlr.classif.xgboost(9)_alpha0.00989115483848234
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds32
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
0.9833
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9385
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8477
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-12515.7078
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4887
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4081
Cross-validation details (10-fold Crossvalidation)
Number of instances
34465
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9388
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9392
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9392
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.1975
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4887
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0819
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1261.1422
UserCPU time millis
155.104
UserCPU time millis testing
0.863
UserCPU time millis training
154.241