Run
2152888

Run 2152888

Task 2073 (Supervised Classification) yeast 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
0.6253 ± 0.0163
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1852 ± 0.0153
Cross-validation details (10-fold Crossvalidation)
KB relative information score
289.4441 ± 1.5259
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1402 ± 0.0008
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1555 ± 0.0001
Cross-validation details (10-fold Crossvalidation)
Number of instances
1484
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.407 ± 0.0083
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.5035
Cross-validation details (10-fold Crossvalidation)
Recall
0.407 ± 0.0083
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9016 ± 0.0049
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2787 ± 0.0002
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2648 ± 0.0016
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9503 ± 0.0057
Cross-validation details (10-fold Crossvalidation)