OpenML
6238072

Run 6238072

Task 9977 (Supervised Classification) nomao 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)_eta0.011905985515807
mlr.classif.xgboost(9)_max_depth5
mlr.classif.xgboost(9)_min_child_weight87.5691864689926
mlr.classif.xgboost(9)_subsample0.885053973319009
mlr.classif.xgboost(9)_colsample_bytree0.637756900861859
mlr.classif.xgboost(9)_colsample_bylevel0.588967601535842
mlr.classif.xgboost(9)_lambda0.0144257106748066
mlr.classif.xgboost(9)_alpha229.661103628218
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds4397
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
0.9855
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9416
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8558
Cross-validation details (10-fold Crossvalidation)
KB relative information score
26058.5314
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1082
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4081
Cross-validation details (10-fold Crossvalidation)
Number of instances
34465
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9416
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9421
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9421
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2651
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2061
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4563
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1268.7871
UserCPU time millis
13101.286
UserCPU time millis testing
20.319
UserCPU time millis training
13080.967