Run
7945246

Run 7945246

Task 219 (Supervised Classification) electricity Uploaded 08-10-2017 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)_eta0.0114740973920827
mlr.classif.xgboost(7)_gamma0.0456094358262265
mlr.classif.xgboost(7)_max_depth13
mlr.classif.xgboost(7)_min_child_weight33.2047157758442
mlr.classif.xgboost(7)_subsample0.519426091411151
mlr.classif.xgboost(7)_colsample_bytree0.910168272815645
mlr.classif.xgboost(7)_colsample_bylevel0.701749719120562
mlr.classif.xgboost(7)_lambda0.00231919925991311
mlr.classif.xgboost(7)_alpha0.0194325976531572
mlr.classif.xgboost(7)_nrounds1986
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
0.9604
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8925
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7799
Cross-validation details (10-fold Crossvalidation)
KB relative information score
29958.5006
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1783
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
0.8925
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8926
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8926
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3649
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2804
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5673
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
173.4335
UserCPU time millis
2400.32
UserCPU time millis testing
3.32
UserCPU time millis training
2397