Run
7940840

Run 7940840

Task 219 (Supervised Classification) electricity Uploaded 04-10-2017 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)_eta0.0362654073841796
mlr.classif.xgboost(7)_gamma0.0018529922152645
mlr.classif.xgboost(7)_max_depth14
mlr.classif.xgboost(7)_min_child_weight14.1528200173764
mlr.classif.xgboost(7)_subsample0.644400397408754
mlr.classif.xgboost(7)_colsample_bytree0.770751560479403
mlr.classif.xgboost(7)_colsample_bylevel0.285101000033319
mlr.classif.xgboost(7)_lambda0.0480015701811417
mlr.classif.xgboost(7)_alpha0.00929023972928166
mlr.classif.xgboost(7)_nrounds3390
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
0.9748
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9171
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8302
Cross-validation details (10-fold Crossvalidation)
KB relative information score
34044.3513
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1304
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
0.9171
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9171
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9171
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2669
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2459
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4976
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
206.3861
UserCPU time millis
3928.09
UserCPU time millis testing
6.94
UserCPU time millis training
3921.15