Run
7941287

Run 7941287

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)_eta0.382300724645571
mlr.classif.xgboost(7)_gamma0.00388476504609405
mlr.classif.xgboost(7)_max_depth13
mlr.classif.xgboost(7)_min_child_weight7.23770106273546
mlr.classif.xgboost(7)_subsample0.820029793307185
mlr.classif.xgboost(7)_colsample_bytree0.380728649348021
mlr.classif.xgboost(7)_colsample_bylevel0.391163160093129
mlr.classif.xgboost(7)_lambda0.276640994588151
mlr.classif.xgboost(7)_alpha0.0143189147169707
mlr.classif.xgboost(7)_nrounds1712
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
0.9709
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9128
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8214
Cross-validation details (10-fold Crossvalidation)
KB relative information score
34647.4983
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1211
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
0.9127
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9128
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9128
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2478
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.254
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5139
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
176.9702
UserCPU time millis
785.15
UserCPU time millis testing
0.93
UserCPU time millis training
784.22