Run
516785

Run 516785

Task 9906 (Supervised Classification) autoUniv-au7-1100 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
0.596
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3617
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1943
Cross-validation details (10-fold Crossvalidation)
KB relative information score
295.0194
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2524
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3154
Cross-validation details (10-fold Crossvalidation)
Number of instances
1100
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.3612
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.3691
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.281
Cross-validation details (10-fold Crossvalidation)
Recall
0.3691
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8002
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3971
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5024
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2651
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
23.592
UserCPU time millis testing
0.539
UserCPU time millis training
23.053