Run
7941292

Run 7941292

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)_eta0.0120055511711077
mlr.classif.xgboost(7)_gamma21.6311468239356
mlr.classif.xgboost(7)_max_depth5
mlr.classif.xgboost(7)_min_child_weight4.32087087966506
mlr.classif.xgboost(7)_subsample0.184391083614901
mlr.classif.xgboost(7)_colsample_bytree0.918411303311586
mlr.classif.xgboost(7)_colsample_bylevel0.540796477161348
mlr.classif.xgboost(7)_lambda0.00215714163057115
mlr.classif.xgboost(7)_alpha0.399171107636932
mlr.classif.xgboost(7)_nrounds4447
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
0.917
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8364
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6641
Cross-validation details (10-fold Crossvalidation)
KB relative information score
23104.4069
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2548
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
0.8368
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8372
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8372
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5216
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3408
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6896
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
210.0095
UserCPU time millis
2473.16
UserCPU time millis testing
0.77
UserCPU time millis training
2472.39