Run
7944521

Run 7944521

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)_eta0.113247172536066
mlr.classif.xgboost(7)_gamma0.00621593537113138
mlr.classif.xgboost(7)_max_depth12
mlr.classif.xgboost(7)_min_child_weight28.6437626060956
mlr.classif.xgboost(7)_subsample0.311451666685753
mlr.classif.xgboost(7)_colsample_bytree0.793684742040932
mlr.classif.xgboost(7)_colsample_bylevel0.329171535558999
mlr.classif.xgboost(7)_lambda0.00251191674248102
mlr.classif.xgboost(7)_alpha0.00355168398639033
mlr.classif.xgboost(7)_nrounds4246
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
0.9717
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9135
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8229
Cross-validation details (10-fold Crossvalidation)
KB relative information score
33905.877
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1311
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
0.9135
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9135
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9135
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2684
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2527
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5113
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
176.4185
UserCPU time millis
3541.18
UserCPU time millis testing
5.58
UserCPU time millis training
3535.6