Run
2152882

Run 2152882

Task 9889 (Supervised Classification) wilt Uploaded 16-05-2017 by Philippe ROUSSILLE
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • gateau_au_chocolat modelage_test poc set1 train
Issue #Downvotes for this reason By


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.

17 Evaluation measures

Area under ROC curve
0.9424 ± 0.0146
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.934 ± 0.0152
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2041 ± 0.2167
Cross-validation details (10-fold Crossvalidation)
KB relative information score
710.3937 ± 75.5763
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.064 ± 0.0058
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1022 ± 0.0006
Cross-validation details (10-fold Crossvalidation)
Number of instances
4839
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9476 ± 0.0054
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9516 ± 0.007
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3037
Cross-validation details (10-fold Crossvalidation)
Recall
0.9516 ± 0.007
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6265 ± 0.0566
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2259 ± 0.0013
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1825 ± 0.0105
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8081 ± 0.0482
Cross-validation details (10-fold Crossvalidation)