Run
7941240

Run 7941240

Task 219 (Supervised Classification) electricity Uploaded 05-10-2017 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)_eta0.483048404666241
mlr.classif.xgboost(7)_gamma0.729348959731123
mlr.classif.xgboost(7)_max_depth2
mlr.classif.xgboost(7)_min_child_weight21.7866872971342
mlr.classif.xgboost(7)_subsample0.442763703595847
mlr.classif.xgboost(7)_colsample_bytree0.358667421154678
mlr.classif.xgboost(7)_colsample_bylevel0.663725775294006
mlr.classif.xgboost(7)_lambda0.833392425637071
mlr.classif.xgboost(7)_alpha336.034774088364
mlr.classif.xgboost(7)_nrounds84
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
0.8391
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7592
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5053
Cross-validation details (10-fold Crossvalidation)
KB relative information score
14659.569
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3488
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
0.7738
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7668
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7668
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7138
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4027
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8148
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
171.5435
UserCPU time millis
18.46
UserCPU time millis testing
0.12
UserCPU time millis training
18.34