Run
6220080

Run 6220080

Task 146012 (Supervised Classification) electricity Uploaded 27-08-2017 by OpenML_Bot R
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  • AzureBot23 botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.xgboost(9)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(9)_eta0.00444932970683766
mlr.classif.xgboost(9)_max_depth4
mlr.classif.xgboost(9)_min_child_weight25.3053068554992
mlr.classif.xgboost(9)_subsample0.512926834938116
mlr.classif.xgboost(9)_colsample_bytree0.299648728221655
mlr.classif.xgboost(9)_colsample_bylevel0.865052771288902
mlr.classif.xgboost(9)_lambda1022.3618812501
mlr.classif.xgboost(9)_alpha331.601438286214
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds4020
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
0.844
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7638
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5146
Cross-validation details (10-fold Crossvalidation)
KB relative information score
13940.8207
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3577
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
0.778
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7711
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7711
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7321
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4034
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8162
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1295.3948
UserCPU time millis
2890.036
UserCPU time millis testing
43.808
UserCPU time millis training
2846.228