Understanding the apparent superiority of over-sampling through an analysis of local information for class-imbalanced data
Data plays a key role in the design of expert and intelligent systems and therefore, data preprocessing appears to be a critical step to produce high-quality data and build accurate machine learning models. Over the past decades, increasing attention has been paid towards the issue of class imbalanc...
Αποθηκεύτηκε σε:
Κύριος συγγραφέας: | García, Vicente |
---|---|
Άλλοι συγγραφείς: | Sánchez Garreta, Josep Salvador, Marqués, Ana, Florencia, Rogelio, Rivera Zarate, Gilberto |
Μορφή: | Artículo |
Γλώσσα: | en_US |
Έκδοση: |
2019
|
Θέματα: | |
Διαθέσιμο Online: | https://www.sciencedirect.com/science/article/pii/S0957417419307432 |
Ετικέτες: |
Προσθήκη ετικέτας
Δεν υπάρχουν, Καταχωρήστε ετικέτα πρώτοι!
|
Παρόμοια τεκμήρια
-
Exploring the synergetic effects of sample types on the performance of ensembles for credit risk and corporate bankruptcy prediction
ανά: García, Vicente
Έκδοση: (2019) -
Comparison of three sampling procedures for evaluating intestinal villis: A swine model
ανά: Itza Ortiz, Mateo Fabian
Έκδοση: (2018) -
Comparison of three sampling procedures for evaluating intestinal villi: A swine model¤
ανά: Itza, Mateo Fabian
Έκδοση: (2018) -
A regression model based on the nearest centroid neighborhood
ανά: Garcia, Vicente
Έκδοση: (2018) -
Local markets and food security. The case of the Milpera and Puuc regions in Yucatan
ανά: Ana Laura Bojórquez Carrillo, κ.ά.
Έκδοση: (2023)