Run
2148511

Run 2148511

Task 145682 (Supervised Classification) spectrometer Uploaded 12-05-2017 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

randomforest(1)A flow using randomforest 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
0.9324 ± 0.0155
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5325 ± 0.0614
Cross-validation details (10-fold Crossvalidation)
KB relative information score
271.31 ± 1.931
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0291 ± 0.001
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
0.5593 ± 0.0573
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.8467
Cross-validation details (10-fold Crossvalidation)
Recall
0.5593 ± 0.0573
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7347 ± 0.0249
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
0.1134 ± 0.0031
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8064 ± 0.0221
Cross-validation details (10-fold Crossvalidation)