Run
7947529

Run 7947529

Task 219 (Supervised Classification) electricity Uploaded 10-10-2017 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)_eta0.280620943416174
mlr.classif.xgboost(7)_gamma0.0670643885384265
mlr.classif.xgboost(7)_max_depth14
mlr.classif.xgboost(7)_min_child_weight2.40880698126256
mlr.classif.xgboost(7)_subsample0.55464726658538
mlr.classif.xgboost(7)_colsample_bytree0.645583671703935
mlr.classif.xgboost(7)_colsample_bylevel0.772742871381342
mlr.classif.xgboost(7)_lambda0.0138342942709149
mlr.classif.xgboost(7)_alpha325.471679631511
mlr.classif.xgboost(7)_nrounds453
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
0.8791
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7944
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5767
Cross-validation details (10-fold Crossvalidation)
KB relative information score
17926.4903
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3139
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
0.8005
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.798
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.798
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6425
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.377
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7628
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
206.3971
UserCPU time millis
98.51
UserCPU time millis testing
0.2
UserCPU time millis training
98.31