Run
521424

Run 521424

Task 9893 (Supervised Classification) hill-valley Uploaded 06-02-2016 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
0.5093
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5003
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0186
Cross-validation details (10-fold Crossvalidation)
KB relative information score
25.8325
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4893
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
1212
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5102
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5107
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9999
Cross-validation details (10-fold Crossvalidation)
Recall
0.5107
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9786
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6995
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.399
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.729
UserCPU time millis testing
0.186
UserCPU time millis training
1.543