Run
6279900

Run 6279900

Task 146012 (Supervised Classification) electricity Uploaded 28-08-2017 by OpenML_Bot R
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Flow

mlr.classif.xgboost(9)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(9)_eta0.0237074561731817
mlr.classif.xgboost(9)_max_depth9
mlr.classif.xgboost(9)_min_child_weight1.51194894358887
mlr.classif.xgboost(9)_subsample0.199090996338055
mlr.classif.xgboost(9)_colsample_bytree0.721577729331329
mlr.classif.xgboost(9)_colsample_bylevel0.659687736770138
mlr.classif.xgboost(9)_lambda134.194066717571
mlr.classif.xgboost(9)_alpha2.29439816802385
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds4650
mlr.classif.xgboost(9)_verbose0
mlr.classif.xgboost(9)_openml.seed1
mlr.classif.xgboost(9)_openml.kindMersenne-Twister
mlr.classif.xgboost(9)_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
0.9523
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8803
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7545
Cross-validation details (10-fold Crossvalidation)
KB relative information score
28578.8043
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1934
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
0.8803
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8805
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8805
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3957
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2946
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.596
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1276.4101
UserCPU time millis
8900.303
UserCPU time millis testing
166.394
UserCPU time millis training
8733.909