Run
517287

Run 517287

Task 3915 (Supervised Classification) kc3 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
0.5689
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8683
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1634
Cross-validation details (10-fold Crossvalidation)
KB relative information score
25.4591
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1201
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1716
Cross-validation details (10-fold Crossvalidation)
Number of instances
458
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8592
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8799
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4551
Cross-validation details (10-fold Crossvalidation)
Recall
0.8799
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6999
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2917
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3465
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1881
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
5.358
UserCPU time millis testing
0.507
UserCPU time millis training
4.851