Run
6330290

Run 6330290

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)_eta0.00390586054857792
mlr.classif.xgboost(9)_max_depth11
mlr.classif.xgboost(9)_min_child_weight9.11184442789041
mlr.classif.xgboost(9)_subsample0.981603363505565
mlr.classif.xgboost(9)_colsample_bytree0.912553773494437
mlr.classif.xgboost(9)_colsample_bylevel0.427281535929069
mlr.classif.xgboost(9)_lambda101.054099952589
mlr.classif.xgboost(9)_alpha13.5007982114339
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds3293
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
0.9391
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8612
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7152
Cross-validation details (10-fold Crossvalidation)
KB relative information score
26110.5739
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2218
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
0.8612
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8615
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8615
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4539
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3147
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6368
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1239.0492
UserCPU time millis
8509.089
UserCPU time millis testing
117.104
UserCPU time millis training
8391.985