Example: Notwithstanding, as in any other field of application of Machine Learning, there is no ‘‘free lunch’’; therefore, the use and performance of forecasting models depend on a plethora of design decisions such as the available data, the aim/approach of the prediction tasks, and the models’ implementation.
vi: mặc dù
pertinent to reiterate
phrase
to state or do over again a particular matter
Example: It is pertinent to reiterate that increased air pollution results in health conditions such as asthma and similar problems related to the lungs
vi: thích hợp để nhắc lại
precipitation
noun
rain, snow, sleet, or hail that falls to or condenses on the ground
Example: However, precipitation forecasting poses an even more challenging task, as it is often hindered by spatial and temporal variation of regional rainfalls.
vi: ngưng tụ/ kết tủa
sequential data
noun
Whenever the points in the dataset are dependent on the other points in the dataset the data is said to be Sequential data.
Example: Nevertheless, this research work explores the feasibility of using future sequential data as a subsequent readjustment process once a forecast has been made during the training process.
vi: dữ liệu tuần tự
spatial
adj
relating to or occupying space
Example: However, precipitation forecasting poses an even more challenging task, as it is often hindered by spatial and temporal variation of regional rainfalls
vi: thuộc về không gian
Thereupon
conjunction
immediately or shortly after that
Example: Thereupon, in Section 3 a brief introduction of Neural Networks, Recurrent Neural Networks, and its architectures
used in this research work is provided.
