Run
7904355

Run 7904355

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)_eta0.0244976342678722
mlr.classif.xgboost(9)_max_depth14
mlr.classif.xgboost(9)_min_child_weight1.24951447944962
mlr.classif.xgboost(9)_subsample0.863002142449841
mlr.classif.xgboost(9)_colsample_bytree0.989748187828809
mlr.classif.xgboost(9)_colsample_bylevel0.354731194907799
mlr.classif.xgboost(9)_lambda210.362346785411
mlr.classif.xgboost(9)_alpha25.8179473006186
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds3277
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
0.9472
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8715
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7365
Cross-validation details (10-fold Crossvalidation)
KB relative information score
27697.562
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2033
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
0.8714
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8717
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8717
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.416
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3027
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6125
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1254.7356
UserCPU time millis
6615.052
UserCPU time millis testing
89.75
UserCPU time millis training
6525.302