Run
7944496

Run 7944496

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)_eta0.00351538056931804
mlr.classif.xgboost(7)_gamma2.38931080220721
mlr.classif.xgboost(7)_max_depth1
mlr.classif.xgboost(7)_min_child_weight37.4571776525531
mlr.classif.xgboost(7)_subsample0.802203356102109
mlr.classif.xgboost(7)_colsample_bytree0.486412186920643
mlr.classif.xgboost(7)_colsample_bylevel0.667818762362003
mlr.classif.xgboost(7)_lambda0.0812855487154537
mlr.classif.xgboost(7)_alpha95.7530923240412
mlr.classif.xgboost(7)_nrounds2591
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
0.8433
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7593
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5059
Cross-validation details (10-fold Crossvalidation)
KB relative information score
14828.5393
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3461
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
0.7764
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7677
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7677
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7083
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4018
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8129
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
160.3498
UserCPU time millis
1120.72
UserCPU time millis testing
0.99
UserCPU time millis training
1119.73