Run
2152879

Run 2152879

Task 49 (Supervised Classification) tic-tac-toe 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
0.7993 ± 0.027
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7172 ± 0.0525
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3603 ± 0.119
Cross-validation details (10-fold Crossvalidation)
KB relative information score
256.2906 ± 4.4112
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3332 ± 0.0169
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.453 ± 0.0013
Cross-validation details (10-fold Crossvalidation)
Number of instances
958
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7267 ± 0.0535
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7349 ± 0.0429
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9312
Cross-validation details (10-fold Crossvalidation)
Recall
0.7349 ± 0.0429
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7356 ± 0.0376
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759 ± 0.0014
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4108 ± 0.0182
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8633 ± 0.0383
Cross-validation details (10-fold Crossvalidation)