Run
523331

Run 523331

Task 2142 (Supervised Classification) BNG(breast-w) Uploaded 10-02-2016 by Rafael Gomes Mantovani
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Flow

classif.xgboost(6)Learner classif.xgboost from package(s) xgboost.
classif.xgboost(6)_nrounds1
classif.xgboost(6)_seed1
classif.xgboost(6)_kindMersenne-Twister
classif.xgboost(6)_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
0.9723
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9743
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.943
Cross-validation details (10-fold Crossvalidation)
KB relative information score
37020.9094
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0258
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4514
Cross-validation details (10-fold Crossvalidation)
Number of instances
39366
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9743
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9742
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9287
Cross-validation details (10-fold Crossvalidation)
Recall
0.9742
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0571
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4751
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1605
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3378
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
7.19
UserCPU time millis testing
0.193
UserCPU time millis training
6.997