Run
509839

Run 509839

Task 3611 (Supervised Classification) auto_price 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
0.9487
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9559
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9014
Cross-validation details (10-fold Crossvalidation)
KB relative information score
142.4106
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.044
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4492
Cross-validation details (10-fold Crossvalidation)
Number of instances
159
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9559
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.956
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9264
Cross-validation details (10-fold Crossvalidation)
Recall
0.956
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.098
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4736
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2098
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.443
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.343
UserCPU time millis testing
0.446
UserCPU time millis training
2.897