Run
7938755

Run 7938755

Task 219 (Supervised Classification) electricity Uploaded 03-10-2017 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)_eta0.0393640846666426
mlr.classif.xgboost(7)_gamma0.00282454926550185
mlr.classif.xgboost(7)_max_depth11
mlr.classif.xgboost(7)_min_child_weight45.8803053202556
mlr.classif.xgboost(7)_subsample0.558759487583302
mlr.classif.xgboost(7)_colsample_bytree0.596229969710112
mlr.classif.xgboost(7)_colsample_bylevel0.461206495016813
mlr.classif.xgboost(7)_lambda6.66800277756114
mlr.classif.xgboost(7)_alpha0.00325633025258041
mlr.classif.xgboost(7)_nrounds3026
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
0.9636
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8984
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7921
Cross-validation details (10-fold Crossvalidation)
KB relative information score
31037.2493
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1654
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
0.8984
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8985
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8985
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3386
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2729
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5521
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
187.9413
UserCPU time millis
2324.47
UserCPU time millis testing
3.53
UserCPU time millis training
2320.94