Run
7912669

Run 7912669

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)_eta0.00344763425467714
mlr.classif.xgboost(9)_max_depth2
mlr.classif.xgboost(9)_min_child_weight18.3074953724576
mlr.classif.xgboost(9)_subsample0.916759481583722
mlr.classif.xgboost(9)_colsample_bytree0.838066009106115
mlr.classif.xgboost(9)_colsample_bylevel0.216903501888737
mlr.classif.xgboost(9)_lambda137.731652437614
mlr.classif.xgboost(9)_alpha0.450755010270329
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds561
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
0.8276
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7564
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5005
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8692.7101
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4132
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
0.7769
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7659
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7659
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8457
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4315
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.873
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1280.052
UserCPU time millis
370.413
UserCPU time millis testing
4.836
UserCPU time millis training
365.577