Predict Air pollution at backyoungdo base on the data from the beijing, shanghai, and shenyang.
Random forest
Accuracy: 0.8031
Precision: 0.7794
Recall: 0.8031
F1: 0.7416
At 5 hours time difference.
Source of Data About china http://www.stateair.net/ https://www.kaggle.com/uciml/pm25-data-for-five-chinese-cities About South Korea https://www.airkorea.or.kr/eng
I got help from https://www.kaggle.com/serkanpeldek/hava-kirlili-i-tahmini And many other sites.
I would rather use LSTM or GRU model than those models in the code to tackle this data. I have to use models in the code for some reasons.