Run
511874

Run 511874

Task 3900 (Supervised Classification) usp05 Uploaded 28-01-2016 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
0.8696
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8173
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7279
Cross-validation details (10-fold Crossvalidation)
KB relative information score
125.7091
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0305
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1175
Cross-validation details (10-fold Crossvalidation)
Number of instances
203
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8045
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8325
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.1044
Cross-validation details (10-fold Crossvalidation)
Recall
0.8325
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2591
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2399
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1745
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7274
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
19.488
UserCPU time millis testing
0.537
UserCPU time millis training
18.951