Run
521829

Run 521829

Task 9943 (Supervised Classification) twonorm 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
0.8122
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8122
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6243
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4619.9974
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1878
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
7400
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8122
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8122
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.8122
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3757
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4334
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8668
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.547
UserCPU time millis testing
0.162
UserCPU time millis training
2.385