Run
517692

Run 517692

Task 3699 (Supervised Classification) fri_c4_250_100 Uploaded 30-01-2016 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
0.762
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7643
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5225
Cross-validation details (10-fold Crossvalidation)
KB relative information score
129.5092
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.236
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4929
Cross-validation details (10-fold Crossvalidation)
Number of instances
250
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7648
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.764
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9898
Cross-validation details (10-fold Crossvalidation)
Recall
0.764
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4788
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4964
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4858
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9787
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.609
UserCPU time millis testing
0.168
UserCPU time millis training
1.441