Run
7944348

Run 7944348

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)_eta0.953258170552116
mlr.classif.xgboost(7)_gamma10.6205021477566
mlr.classif.xgboost(7)_max_depth3
mlr.classif.xgboost(7)_min_child_weight66.0438702450866
mlr.classif.xgboost(7)_subsample0.188662125333212
mlr.classif.xgboost(7)_colsample_bytree0.325263379700482
mlr.classif.xgboost(7)_colsample_bylevel0.598273372836411
mlr.classif.xgboost(7)_lambda2.11720834898602
mlr.classif.xgboost(7)_alpha73.1878778451132
mlr.classif.xgboost(7)_nrounds2026
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
0.8757
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7997
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5878
Cross-validation details (10-fold Crossvalidation)
KB relative information score
19576.9854
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2932
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
0.8018
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8017
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8017
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6001
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3748
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7584
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
168.2679
UserCPU time millis
394.17
UserCPU time millis testing
0.35
UserCPU time millis training
393.82