Run
7945257

Run 7945257

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)_eta0.235007446437139
mlr.classif.xgboost(7)_gamma0.0292233303245237
mlr.classif.xgboost(7)_max_depth4
mlr.classif.xgboost(7)_min_child_weight14.3195034220394
mlr.classif.xgboost(7)_subsample0.936381560075097
mlr.classif.xgboost(7)_colsample_bytree0.84865111336112
mlr.classif.xgboost(7)_colsample_bylevel0.879467936418951
mlr.classif.xgboost(7)_lambda0.0908645529279932
mlr.classif.xgboost(7)_alpha209.949686249521
mlr.classif.xgboost(7)_nrounds4658
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
0.8986
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8191
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6282
Cross-validation details (10-fold Crossvalidation)
KB relative information score
21275.9066
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2753
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
0.8202
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8204
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8204
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5635
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3573
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7229
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
211.1543
UserCPU time millis
787.85
UserCPU time millis testing
0.45
UserCPU time millis training
787.4