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Climate Prediction
Essay specific features
Written by:
Charles O
Date added:
September 17, 2014
Level:
Grade:
A
No of pages / words:
7 / 1828
Was viewed:
7701 times
Rating of current essay:
Essay content:
The statistical and mathematical models are then used for further climate predictions. In this paper we are going to develop a system that uses the historical weather data (Rain, Wind speed, Dew point, temperature etc) of a region and applies data mining algorithm “k–nearest neighbor (KNN)” for classification of these historical data into specific time span, the k nearest time spans (K nearest Neighbors) are then taken to predict the weather a month in advance...
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The experiments show that the system generates accurate result within reasonable time for a month in advance.
Objectives
The motivation behind the research is to extend the application of Data Mining to the field of meteorology, oceanography and climatology. This will open a new era in the field of Data Mining and climate prediction...
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