Run
7945262

Run 7945262

Task 219 (Supervised Classification) electricity Uploaded 08-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.xgboost(7)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(7)_eta0.0300162132459375
mlr.classif.xgboost(7)_gamma0.00128983791705595
mlr.classif.xgboost(7)_max_depth10
mlr.classif.xgboost(7)_min_child_weight3.74395231541763
mlr.classif.xgboost(7)_subsample0.231805181782693
mlr.classif.xgboost(7)_colsample_bytree0.743551772087812
mlr.classif.xgboost(7)_colsample_bylevel0.489521696977317
mlr.classif.xgboost(7)_lambda141.798938192561
mlr.classif.xgboost(7)_alpha0.078569923646174
mlr.classif.xgboost(7)_nrounds4399
mlr.classif.xgboost(7)_verbose0
mlr.classif.xgboost(7)_openml.seed1
mlr.classif.xgboost(7)_openml.kindMersenne-Twister
mlr.classif.xgboost(7)_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
0.9544
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8826
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7593
Cross-validation details (10-fold Crossvalidation)
KB relative information score
29000.9742
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1886
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
0.8826
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8828
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8828
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.386
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2909
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5885
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
198.0067
UserCPU time millis
3921.62
UserCPU time millis testing
8.25
UserCPU time millis training
3913.37