Run
7941705

Run 7941705

Task 219 (Supervised Classification) electricity Uploaded 05-10-2017 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)_eta0.122899833653069
mlr.classif.xgboost(7)_gamma802.562694786263
mlr.classif.xgboost(7)_max_depth14
mlr.classif.xgboost(7)_min_child_weight1.7398216303277
mlr.classif.xgboost(7)_subsample0.315714170178399
mlr.classif.xgboost(7)_colsample_bytree0.53064899109304
mlr.classif.xgboost(7)_colsample_bylevel0.726642796956003
mlr.classif.xgboost(7)_lambda906.903798059708
mlr.classif.xgboost(7)_alpha173.16597220806
mlr.classif.xgboost(7)_nrounds2549
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
0.7467
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7482
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4831
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4886.8128
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4498
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
0.7647
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.757
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.757
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9206
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4594
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9295
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
174.8037
UserCPU time millis
1191.41
UserCPU time millis testing
0.37
UserCPU time millis training
1191.04