Run
7947602

Run 7947602

Task 219 (Supervised Classification) electricity Uploaded 10-10-2017 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)_eta0.00126424559419371
mlr.classif.xgboost(7)_gamma126.54221629245
mlr.classif.xgboost(7)_max_depth7
mlr.classif.xgboost(7)_min_child_weight2.21680038975011
mlr.classif.xgboost(7)_subsample0.96080479437951
mlr.classif.xgboost(7)_colsample_bytree0.813131661526859
mlr.classif.xgboost(7)_colsample_bylevel0.549792388640344
mlr.classif.xgboost(7)_lambda0.75748378644305
mlr.classif.xgboost(7)_alpha31.402660954601
mlr.classif.xgboost(7)_nrounds4451
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
0.8878
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8059
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6007
Cross-validation details (10-fold Crossvalidation)
KB relative information score
19048.0023
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3014
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
0.8092
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8084
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8084
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6168
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3692
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.747
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
187.518
UserCPU time millis
3554.56
UserCPU time millis testing
2.75
UserCPU time millis training
3551.81