Run
6258136

Run 6258136

Task 146012 (Supervised Classification) electricity Uploaded 28-08-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • AzureBot23 botV1 mlrRandomBot sciBenchV1.0
Issue #Downvotes for this reason By


Flow

mlr.classif.xgboost(9)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(9)_eta0.327362356504265
mlr.classif.xgboost(9)_max_depth12
mlr.classif.xgboost(9)_min_child_weight4.18920191169831
mlr.classif.xgboost(9)_subsample0.422553750267252
mlr.classif.xgboost(9)_colsample_bytree0.454952404135838
mlr.classif.xgboost(9)_colsample_bylevel0.916669637896121
mlr.classif.xgboost(9)_lambda0.849465678063061
mlr.classif.xgboost(9)_alpha24.5363676794857
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds4135
mlr.classif.xgboost(9)_verbose0
mlr.classif.xgboost(9)_openml.seed1
mlr.classif.xgboost(9)_openml.kindMersenne-Twister
mlr.classif.xgboost(9)_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
0.9642
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8985
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7922
Cross-validation details (10-fold Crossvalidation)
KB relative information score
31312.9706
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1617
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
0.8985
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8986
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8986
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3309
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.272
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5502
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1227.7593
UserCPU time millis
5622.21
UserCPU time millis testing
73.863
UserCPU time millis training
5548.347