Run
7939910

Run 7939910

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)_eta0.00360088867745469
mlr.classif.xgboost(7)_gamma0.599721074318307
mlr.classif.xgboost(7)_max_depth11
mlr.classif.xgboost(7)_min_child_weight19.4108232227578
mlr.classif.xgboost(7)_subsample0.395836278633215
mlr.classif.xgboost(7)_colsample_bytree0.558467700518668
mlr.classif.xgboost(7)_colsample_bylevel0.923062506690622
mlr.classif.xgboost(7)_lambda189.139158442233
mlr.classif.xgboost(7)_alpha27.2388512347573
mlr.classif.xgboost(7)_nrounds1487
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
0.8891
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8099
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6088
Cross-validation details (10-fold Crossvalidation)
KB relative information score
18319.4991
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3109
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
0.8134
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8123
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8123
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6364
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3705
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7496
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
214.9695
UserCPU time millis
1110.77
UserCPU time millis testing
0.78
UserCPU time millis training
1109.99