Development of Heavy Rain Damage Prediction Model Using Machine Learning Based on Big Data

Table 3

Types of data for analysis.

Division	Explanation	Period	Remarks
Response variable	Whether heavy rain damage occurred	1994–2015	Binary data of 1 and 0
			1: 6,651
			0: 521,870
Explanatory variables	Weather observation data	1994–2015	Continuous data