Run
7942716

Run 7942716

Task 219 (Supervised Classification) electricity Uploaded 06-10-2017 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)_eta0.589279476145027
mlr.classif.xgboost(7)_gamma0.00829660283235789
mlr.classif.xgboost(7)_max_depth12
mlr.classif.xgboost(7)_min_child_weight57.316900020459
mlr.classif.xgboost(7)_subsample0.792771787196398
mlr.classif.xgboost(7)_colsample_bytree0.317556249536574
mlr.classif.xgboost(7)_colsample_bylevel0.358911932446063
mlr.classif.xgboost(7)_lambda488.479874857988
mlr.classif.xgboost(7)_alpha2.07233057904578
mlr.classif.xgboost(7)_nrounds2950
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
0.9481
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8747
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7433
Cross-validation details (10-fold Crossvalidation)
KB relative information score
28555.5937
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1926
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4886
Cross-validation details (10-fold Crossvalidation)
Number of instances
45312
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8747
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8749
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8749
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3942
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2994
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6057
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
204.0076
UserCPU time millis
1026.05
UserCPU time millis testing
1
UserCPU time millis training
1025.05