Run
7941171

Run 7941171

Task 219 (Supervised Classification) electricity Uploaded 05-10-2017 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)_eta0.164136087525497
mlr.classif.xgboost(7)_gamma311.124846928399
mlr.classif.xgboost(7)_max_depth7
mlr.classif.xgboost(7)_min_child_weight25.8603810342223
mlr.classif.xgboost(7)_subsample0.426406355015933
mlr.classif.xgboost(7)_colsample_bytree0.779677590541542
mlr.classif.xgboost(7)_colsample_bylevel0.424626248329878
mlr.classif.xgboost(7)_lambda0.756185634773513
mlr.classif.xgboost(7)_alpha2.18416956387785
mlr.classif.xgboost(7)_nrounds274
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
0.8653
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7684
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5243
Cross-validation details (10-fold Crossvalidation)
KB relative information score
15546.9608
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.34
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
0.784
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7758
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7758
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6958
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3922
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7936
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
180.3818
UserCPU time millis
187.68
UserCPU time millis testing
0.21
UserCPU time millis training
187.47