Run
2152884

Run 2152884

Task 28 (Supervised Classification) optdigits 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
0.6781 ± 0.0086
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1083 ± 0.0016
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1085.8473 ± 1.2306
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1688 ± 0.0003
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18 ± 0
Cross-validation details (10-fold Crossvalidation)
Number of instances
5620
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.1975 ± 0.0015
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3218
Cross-validation details (10-fold Crossvalidation)
Recall
0.1975 ± 0.0015
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9378 ± 0.0014
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2905 ± 0.0005
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9684 ± 0.0017
Cross-validation details (10-fold Crossvalidation)