Run
7941211

Run 7941211

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)_eta0.141038828239547
mlr.classif.xgboost(7)_gamma181.358376209519
mlr.classif.xgboost(7)_max_depth12
mlr.classif.xgboost(7)_min_child_weight1.79375702822608
mlr.classif.xgboost(7)_subsample0.132224072096869
mlr.classif.xgboost(7)_colsample_bytree0.675130484066904
mlr.classif.xgboost(7)_colsample_bylevel0.872334627993405
mlr.classif.xgboost(7)_lambda0.0313053402580422
mlr.classif.xgboost(7)_alpha0.0392011502938687
mlr.classif.xgboost(7)_nrounds2143
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
0.8511
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7549
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4973
Cross-validation details (10-fold Crossvalidation)
KB relative information score
13587.315
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3616
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
0.7745
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7642
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7642
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.74
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4051
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8196
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
194.7587
UserCPU time millis
2788.21
UserCPU time millis testing
0.52
UserCPU time millis training
2787.69