Run
517034

Run 517034

Task 10091 (Supervised Classification) banana 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
0.8712
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8739
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7447
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3945.1751
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1258
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4947
Cross-validation details (10-fold Crossvalidation)
Number of instances
5300
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8741
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8742
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9923
Cross-validation details (10-fold Crossvalidation)
Recall
0.8742
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2544
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4973
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3548
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7133
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
8.178
UserCPU time millis testing
0.481
UserCPU time millis training
7.697