Run
519830

Run 519830

Task 3608 (Supervised Classification) fri_c4_500_100 Uploaded 05-02-2016 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
0.8327
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8376
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6687
Cross-validation details (10-fold Crossvalidation)
KB relative information score
333.8343
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.162
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4913
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8377
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.838
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9875
Cross-validation details (10-fold Crossvalidation)
Recall
0.838
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3297
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4956
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4025
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8121
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.828
UserCPU time millis testing
0.177
UserCPU time millis training
1.651