Run
2152886

Run 2152886

Task 145682 (Supervised Classification) spectrometer 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
0.676 ± 0.0205
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1025 ± 0.0087
Cross-validation details (10-fold Crossvalidation)
KB relative information score
90.706 ± 0.2825
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0377 ± 0.0001
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0396 ± 0
Cross-validation details (10-fold Crossvalidation)
Number of instances
531
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.1864 ± 0.0107
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.8467
Cross-validation details (10-fold Crossvalidation)
Recall
0.1864 ± 0.0107
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9514 ± 0.002
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1406 ± 0.0001
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1375 ± 0.0003
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9776 ± 0.0018
Cross-validation details (10-fold Crossvalidation)