Run
7944509

Run 7944509

Task 219 (Supervised Classification) electricity Uploaded 07-10-2017 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)_eta0.00182688247401375
mlr.classif.xgboost(7)_gamma0.00221223490121017
mlr.classif.xgboost(7)_max_depth13
mlr.classif.xgboost(7)_min_child_weight25.3489665344737
mlr.classif.xgboost(7)_subsample0.766661448241212
mlr.classif.xgboost(7)_colsample_bytree0.252740463428199
mlr.classif.xgboost(7)_colsample_bylevel0.827516552805901
mlr.classif.xgboost(7)_lambda0.940414306188054
mlr.classif.xgboost(7)_alpha247.478293843803
mlr.classif.xgboost(7)_nrounds3618
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
0.8558
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7679
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5231
Cross-validation details (10-fold Crossvalidation)
KB relative information score
13645.7112
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3612
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
0.7831
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7752
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7752
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7393
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4013
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.812
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
184.7923
UserCPU time millis
1381.22
UserCPU time millis testing
1.43
UserCPU time millis training
1379.79