Run
7937472

Run 7937472

Task 219 (Supervised Classification) electricity Uploaded 02-10-2017 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)_eta0.0416426540805356
mlr.classif.xgboost(7)_gamma3.577197097304
mlr.classif.xgboost(7)_max_depth3
mlr.classif.xgboost(7)_min_child_weight2.70624721435609
mlr.classif.xgboost(7)_subsample0.795157020562328
mlr.classif.xgboost(7)_colsample_bytree0.832188418693841
mlr.classif.xgboost(7)_colsample_bylevel0.710285573638976
mlr.classif.xgboost(7)_lambda0.532436461537614
mlr.classif.xgboost(7)_alpha0.0228007995349291
mlr.classif.xgboost(7)_nrounds2362
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
0.9574
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8876
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7697
Cross-validation details (10-fold Crossvalidation)
KB relative information score
28884.0363
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1905
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
0.8876
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8878
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8878
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3898
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2881
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5828
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
189.2405
UserCPU time millis
836.8
UserCPU time millis testing
0.73
UserCPU time millis training
836.07