Run
7938293

Run 7938293

Task 219 (Supervised Classification) electricity Uploaded 03-10-2017 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)_eta0.0087485838982924
mlr.classif.xgboost(7)_gamma0.00274989381968738
mlr.classif.xgboost(7)_max_depth15
mlr.classif.xgboost(7)_min_child_weight2.73601630639362
mlr.classif.xgboost(7)_subsample0.556879803049378
mlr.classif.xgboost(7)_colsample_bytree0.778911373950541
mlr.classif.xgboost(7)_colsample_bylevel0.829502386413515
mlr.classif.xgboost(7)_lambda11.0110002190815
mlr.classif.xgboost(7)_alpha0.00700147536815754
mlr.classif.xgboost(7)_nrounds4606
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
0.9824
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9325
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8619
Cross-validation details (10-fold Crossvalidation)
KB relative information score
35601.0241
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1136
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
0.9325
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9326
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9326
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2325
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.224
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4533
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
184.2065
UserCPU time millis
8887.67
UserCPU time millis testing
23.07
UserCPU time millis training
8864.6