Run
7941134

Run 7941134

Task 219 (Supervised Classification) electricity Uploaded 04-10-2017 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)_eta0.0045334188673912
mlr.classif.xgboost(7)_gamma553.806324072535
mlr.classif.xgboost(7)_max_depth12
mlr.classif.xgboost(7)_min_child_weight24.9244247467536
mlr.classif.xgboost(7)_subsample0.291329869395122
mlr.classif.xgboost(7)_colsample_bytree0.314752187207341
mlr.classif.xgboost(7)_colsample_bylevel0.518168605305255
mlr.classif.xgboost(7)_lambda0.134941275034119
mlr.classif.xgboost(7)_alpha172.424685489114
mlr.classif.xgboost(7)_nrounds929
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
0.8184
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7488
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4846
Cross-validation details (10-fold Crossvalidation)
KB relative information score
7246.6675
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4285
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
0.7665
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7579
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7579
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.877
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.443
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8963
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
185.4675
UserCPU time millis
312.46
UserCPU time millis testing
0.29
UserCPU time millis training
312.17