Run
6277072

Run 6277072

Task 146012 (Supervised Classification) electricity Uploaded 28-08-2017 by OpenML_Bot R
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Flow

mlr.classif.xgboost(9)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(9)_eta0.0150450243732903
mlr.classif.xgboost(9)_max_depth10
mlr.classif.xgboost(9)_min_child_weight2.65608385732764
mlr.classif.xgboost(9)_subsample0.104638966405764
mlr.classif.xgboost(9)_colsample_bytree0.533569779479876
mlr.classif.xgboost(9)_colsample_bylevel0.639094852842391
mlr.classif.xgboost(9)_lambda0.0196786408762578
mlr.classif.xgboost(9)_alpha0.343513151629161
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds1458
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
0.9585
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.889
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7724
Cross-validation details (10-fold Crossvalidation)
KB relative information score
29438.9109
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1844
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
0.889
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8891
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8891
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3773
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2843
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5753
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1274.9494
UserCPU time millis
2332.707
UserCPU time millis testing
49.553
UserCPU time millis training
2283.154