Run
511193

Run 511193

Task 3734 (Supervised Classification) fri_c1_500_5 Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.xgboost(4)Learner classif.xgboost from package(s) xgboost.
classif.xgboost(4)_nrounds1
classif.xgboost(4)_seed1
classif.xgboost(4)_kindMersenne-Twister
classif.xgboost(4)_normal.kindInversion

Result files

Description

XML file describing the run, including user-defined evaluation measures.

Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.8334
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.834
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6665
Cross-validation details (10-fold Crossvalidation)
KB relative information score
332.8828
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.166
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4977
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8341
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.834
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9967
Cross-validation details (10-fold Crossvalidation)
Recall
0.834
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3335
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4988
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4074
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8168
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
11.904
UserCPU time millis testing
0.419
UserCPU time millis training
11.485