Run
7944300

Run 7944300

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)_eta0.267088813940233
mlr.classif.xgboost(7)_gamma8.56595014084657
mlr.classif.xgboost(7)_max_depth4
mlr.classif.xgboost(7)_min_child_weight1.15403434491611
mlr.classif.xgboost(7)_subsample0.786688400316052
mlr.classif.xgboost(7)_colsample_bytree0.501849538274109
mlr.classif.xgboost(7)_colsample_bylevel0.706266628392041
mlr.classif.xgboost(7)_lambda0.0112566616161458
mlr.classif.xgboost(7)_alpha0.00499624600064324
mlr.classif.xgboost(7)_nrounds4427
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
0.976
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9189
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8338
Cross-validation details (10-fold Crossvalidation)
KB relative information score
32996.2405
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1443
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
0.9188
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9189
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9189
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2953
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2471
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4999
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
167.3391
UserCPU time millis
3845.85
UserCPU time millis testing
0.96
UserCPU time millis training
3844.89