Run
518488

Run 518488

Task 3716 (Supervised Classification) tecator 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
0.8951
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8997
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7943
Cross-validation details (10-fold Crossvalidation)
KB relative information score
190.3656
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4888
Cross-validation details (10-fold Crossvalidation)
Number of instances
240
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8999
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.984
Cross-validation details (10-fold Crossvalidation)
Recall
0.9
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2046
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3162
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6397
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.549
UserCPU time millis testing
0.191
UserCPU time millis training
1.358