Focuses on the problem caused by imbalanced data often observed in ecology and biology

Introduces the latest statistical methods for imbalanced data

Demonstrates the application of statistical methods to several real data sets

Autorentext

Osamu Komori, The Institute of Statistical Mathematics, Shinto Eguchi, The Institute of Statistical Mathematics

Inhalt

1. Imbalance Data.- 2. Weighted Logistic Regression.- 3. Beta-Maxent.- 4. Generalized-t Statistic.- 5. Machine Learning Methods for Imbalance Data.