Run
7846303

Run 7846303

Task 146012 (Supervised Classification) electricity Uploaded 10-09-2017 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)_eta0.00200985933910133
mlr.classif.xgboost(9)_max_depth13
mlr.classif.xgboost(9)_min_child_weight25.6185593677439
mlr.classif.xgboost(9)_subsample0.670766660803929
mlr.classif.xgboost(9)_colsample_bytree0.69116666726768
mlr.classif.xgboost(9)_colsample_bylevel0.551016931189224
mlr.classif.xgboost(9)_lambda861.251771353254
mlr.classif.xgboost(9)_alpha0.00497390540840431
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds3993
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
0.8911
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.812
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6131
Cross-validation details (10-fold Crossvalidation)
KB relative information score
18979.7058
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3032
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
0.8152
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8143
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8143
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6205
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3674
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7433
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1262.6329
UserCPU time millis
6740.553
UserCPU time millis testing
97.603
UserCPU time millis training
6642.95