Run
7941202

Run 7941202

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)_eta0.00319439746465153
mlr.classif.xgboost(7)_gamma0.0018866016232362
mlr.classif.xgboost(7)_max_depth1
mlr.classif.xgboost(7)_min_child_weight3.27277429771643
mlr.classif.xgboost(7)_subsample0.548186021624133
mlr.classif.xgboost(7)_colsample_bytree0.913001878373325
mlr.classif.xgboost(7)_colsample_bylevel0.756836810335517
mlr.classif.xgboost(7)_lambda0.489274823356571
mlr.classif.xgboost(7)_alpha171.228215938226
mlr.classif.xgboost(7)_nrounds3511
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
0.8505
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7593
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5057
Cross-validation details (10-fold Crossvalidation)
KB relative information score
15097.9949
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3434
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
0.7751
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7673
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7673
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7028
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3996
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8084
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
207.4197
UserCPU time millis
645.52
UserCPU time millis testing
0.55
UserCPU time millis training
644.97