Run
7941276

Run 7941276

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)_eta0.0021422183411286
mlr.classif.xgboost(7)_gamma0.719464758702031
mlr.classif.xgboost(7)_max_depth13
mlr.classif.xgboost(7)_min_child_weight10.250870874542
mlr.classif.xgboost(7)_subsample0.955440818076022
mlr.classif.xgboost(7)_colsample_bytree0.410008999705315
mlr.classif.xgboost(7)_colsample_bylevel0.610516051761806
mlr.classif.xgboost(7)_lambda30.6295456048527
mlr.classif.xgboost(7)_alpha0.367495174828363
mlr.classif.xgboost(7)_nrounds3921
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
0.9398
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8646
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7221
Cross-validation details (10-fold Crossvalidation)
KB relative information score
24806.4526
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2393
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
0.8649
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8651
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8651
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4898
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3173
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6419
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
223.0652
UserCPU time millis
3967.05
UserCPU time millis testing
13.38
UserCPU time millis training
3953.67