Title | Short-term weather forecast based on wavelet denoising and catboost |
Description | Use CatBoost to predict weather-related observations, and compare to other machine learning algorithms doing the same task |
Performance metric | unique method, based on root mean squared error |
Winner | CatBoost |
Reference | [51] |
Title | Evaluation of CatBoost method for prediction of reference evapotranspiration in humid regions |
Description | compare CatBoost, \(\text {SVM}\), and \(\text {RF}\) ability to predict amount of water lost through evaporation and transpiration |
Performance metric | MAPE, RSME, R2 |
Winner | Results do not indicate clear overall-winner |
Reference | [33] |