Run
2152887

Run 2152887

Task 2074 (Supervised Classification) satimage Uploaded 16-05-2017 by Philippe ROUSSILLE
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  • gateau_au_chocolat modelage_test poc set1 train
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Flow

decisionStumpAdaboost(1)A flow using decisionStump & AdaBOOST for the POC.

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

15 Evaluation measures

Area under ROC curve
0.7017 ± 0.0043
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.269 ± 0.0044
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1730.986 ± 1.376
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2224 ± 0.0008
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2701 ± 0
Cross-validation details (10-fold Crossvalidation)
Number of instances
6430
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4373 ± 0.0035
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.4836
Cross-validation details (10-fold Crossvalidation)
Recall
0.4373 ± 0.0035
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8235 ± 0.003
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3675 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3336 ± 0.0013
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9078 ± 0.0036
Cross-validation details (10-fold Crossvalidation)