Run
7947131

Run 7947131

Task 219 (Supervised Classification) electricity Uploaded 09-10-2017 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)_eta0.621162405836717
mlr.classif.xgboost(7)_gamma3.68489346451584
mlr.classif.xgboost(7)_max_depth15
mlr.classif.xgboost(7)_min_child_weight39.4461838857456
mlr.classif.xgboost(7)_subsample0.606263481872156
mlr.classif.xgboost(7)_colsample_bytree0.627730765007436
mlr.classif.xgboost(7)_colsample_bylevel0.900000674463808
mlr.classif.xgboost(7)_lambda553.852807183639
mlr.classif.xgboost(7)_alpha0.00637800399752849
mlr.classif.xgboost(7)_nrounds157
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
0.928
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.85
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6924
Cross-validation details (10-fold Crossvalidation)
KB relative information score
25468.6189
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2273
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
0.8501
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8504
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8504
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4653
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3266
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6608
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
211.4966
UserCPU time millis
135.11
UserCPU time millis testing
0.43
UserCPU time millis training
134.68