Run
7852805

Run 7852805

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)_eta0.00117256748560108
mlr.classif.xgboost(9)_max_depth4
mlr.classif.xgboost(9)_min_child_weight26.674613488758
mlr.classif.xgboost(9)_subsample0.599293037340976
mlr.classif.xgboost(9)_colsample_bytree0.970648160669953
mlr.classif.xgboost(9)_colsample_bylevel0.467025679070503
mlr.classif.xgboost(9)_lambda340.464641197226
mlr.classif.xgboost(9)_alpha0.216857705293174
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds544
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
0.8459
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7649
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5169
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6293.0671
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4378
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
0.7794
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7722
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7722
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8961
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4454
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9011
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1262.349
UserCPU time millis
644.435
UserCPU time millis testing
7.744
UserCPU time millis training
636.691