Run
7944681

Run 7944681

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)_eta0.13323826384605
mlr.classif.xgboost(7)_gamma0.174575895606189
mlr.classif.xgboost(7)_max_depth9
mlr.classif.xgboost(7)_min_child_weight5.64961640668723
mlr.classif.xgboost(7)_subsample0.247472176281735
mlr.classif.xgboost(7)_colsample_bytree0.487406204268336
mlr.classif.xgboost(7)_colsample_bylevel0.976550944894552
mlr.classif.xgboost(7)_lambda622.984661072126
mlr.classif.xgboost(7)_alpha16.2168980267268
mlr.classif.xgboost(7)_nrounds2174
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
0.9269
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8485
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6891
Cross-validation details (10-fold Crossvalidation)
KB relative information score
25089.0376
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2318
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
0.8486
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.849
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.849
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4745
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3284
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6645
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
221.8307
UserCPU time millis
1396.99
UserCPU time millis testing
1.5
UserCPU time millis training
1395.49