Run
6351917

Run 6351917

Task 146012 (Supervised Classification) electricity Uploaded 29-08-2017 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)_eta0.0323804763119793
mlr.classif.xgboost(9)_max_depth14
mlr.classif.xgboost(9)_min_child_weight106.600479632941
mlr.classif.xgboost(9)_subsample0.256924612773582
mlr.classif.xgboost(9)_colsample_bytree0.327064590761438
mlr.classif.xgboost(9)_colsample_bylevel0.570109623484313
mlr.classif.xgboost(9)_lambda109.840943236325
mlr.classif.xgboost(9)_alpha17.5367485318678
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds4312
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
0.9067
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8303
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6516
Cross-validation details (10-fold Crossvalidation)
KB relative information score
23002.5415
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2549
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
0.8307
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8311
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8311
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5217
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3481
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7042
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1271.7125
UserCPU time millis
3165.723
UserCPU time millis testing
58.217
UserCPU time millis training
3107.506