Run
7945219

Run 7945219

Task 219 (Supervised Classification) electricity Uploaded 08-10-2017 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)_eta0.0199568135676323
mlr.classif.xgboost(7)_gamma1.07161015240783
mlr.classif.xgboost(7)_max_depth7
mlr.classif.xgboost(7)_min_child_weight1.91351673648052
mlr.classif.xgboost(7)_subsample0.533159101731144
mlr.classif.xgboost(7)_colsample_bytree0.733534702844918
mlr.classif.xgboost(7)_colsample_bylevel0.903705817274749
mlr.classif.xgboost(7)_lambda0.0694373598387139
mlr.classif.xgboost(7)_alpha0.866451876925537
mlr.classif.xgboost(7)_nrounds242
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
0.9435
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8658
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7246
Cross-validation details (10-fold Crossvalidation)
KB relative information score
25369.2403
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2317
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
0.8662
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8664
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8664
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4743
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3135
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6342
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
177.3432
UserCPU time millis
216.38
UserCPU time millis testing
0.38
UserCPU time millis training
216