Run
7944577

Run 7944577

Task 219 (Supervised Classification) electricity Uploaded 07-10-2017 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)_eta0.0523209395217263
mlr.classif.xgboost(7)_gamma0.766380661905197
mlr.classif.xgboost(7)_max_depth3
mlr.classif.xgboost(7)_min_child_weight2.32415626563914
mlr.classif.xgboost(7)_subsample0.534148893435486
mlr.classif.xgboost(7)_colsample_bytree0.761985491216183
mlr.classif.xgboost(7)_colsample_bylevel0.718190082907677
mlr.classif.xgboost(7)_lambda0.66990520464663
mlr.classif.xgboost(7)_alpha96.1458232723924
mlr.classif.xgboost(7)_nrounds4229
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
0.9036
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8254
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6413
Cross-validation details (10-fold Crossvalidation)
KB relative information score
22338.2825
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2624
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
0.8259
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8263
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8263
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5371
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.352
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7121
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
175.5049
UserCPU time millis
1005.5
UserCPU time millis testing
0.71
UserCPU time millis training
1004.79