Run
509601

Run 509601

Task 3564 (Supervised Classification) analcatdata_germangss Uploaded 27-01-2016 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
0.5833
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3669
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1667
Cross-validation details (10-fold Crossvalidation)
KB relative information score
98.1203
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3125
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.375
Cross-validation details (10-fold Crossvalidation)
Number of instances
400
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.3717
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.375
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2
Cross-validation details (10-fold Crossvalidation)
Recall
0.375
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8333
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.433
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.559
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.291
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
34.978
UserCPU time millis testing
0.381
UserCPU time millis training
34.597