Run
7944357

Run 7944357

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)_eta0.0655851849502637
mlr.classif.xgboost(7)_gamma2.40805857086278
mlr.classif.xgboost(7)_max_depth12
mlr.classif.xgboost(7)_min_child_weight27.5018625657445
mlr.classif.xgboost(7)_subsample0.166683724964969
mlr.classif.xgboost(7)_colsample_bytree0.941990293562412
mlr.classif.xgboost(7)_colsample_bylevel0.530269028246403
mlr.classif.xgboost(7)_lambda0.0105390876568025
mlr.classif.xgboost(7)_alpha0.0233288121866143
mlr.classif.xgboost(7)_nrounds756
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
0.9441
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8691
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7316
Cross-validation details (10-fold Crossvalidation)
KB relative information score
27761.6527
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2018
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
0.869
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8693
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8693
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.413
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3057
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6185
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
171.5933
UserCPU time millis
678.94
UserCPU time millis testing
0.64
UserCPU time millis training
678.3