Run
517237

Run 517237

Task 9946 (Supervised Classification) wdbc Uploaded 29-01-2016 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
0.9323
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9367
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8647
Cross-validation details (10-fold Crossvalidation)
KB relative information score
489.6142
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0633
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4676
Cross-validation details (10-fold Crossvalidation)
Number of instances
569
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9367
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9367
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.953
Cross-validation details (10-fold Crossvalidation)
Recall
0.9367
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1353
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4835
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2515
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5202
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
4.226
UserCPU time millis testing
0.426
UserCPU time millis training
3.8