Run
519013

Run 519013

Task 3586 (Supervised Classification) abalone Uploaded 04-02-2016 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
0.7805
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7804
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.561
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2342.9659
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2195
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
4177
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7807
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7805
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.7805
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4391
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4685
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9371
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
6.001
UserCPU time millis testing
0.154
UserCPU time millis training
5.847