Run
7947647

Run 7947647

Task 219 (Supervised Classification) electricity Uploaded 10-10-2017 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)_eta0.0183911430076924
mlr.classif.xgboost(7)_gamma0.00155302441475531
mlr.classif.xgboost(7)_max_depth1
mlr.classif.xgboost(7)_min_child_weight6.25256841496271
mlr.classif.xgboost(7)_subsample0.695940797543153
mlr.classif.xgboost(7)_colsample_bytree0.597075957618654
mlr.classif.xgboost(7)_colsample_bylevel0.419006550870836
mlr.classif.xgboost(7)_lambda1.24321553022972
mlr.classif.xgboost(7)_alpha169.024780430633
mlr.classif.xgboost(7)_nrounds358
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
0.8182
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7575
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5023
Cross-validation details (10-fold Crossvalidation)
KB relative information score
12722.8213
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3699
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
0.7751
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7661
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7661
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.757
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4124
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8344
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
176.1591
UserCPU time millis
77.25
UserCPU time millis testing
0.3
UserCPU time millis training
76.95