Table 5: Results for PM10 dataset; .

FeatureData = 10%Data = 20%Data = 30%Data = 40%Data = 50%Data = 60%Data = 70%Data = 80%Data = 90%Data = 100%
(# of data = 50)(# of data = 100)(# of data = 150)(# of data = 200)(# of data = 250)(# of data = 300) (# of data = 350) (# of data = 400)(# of data = 450)(# of data = 500)
RMSE RMSE RMSE RMSE RMSE RMSE RMSE RMSE RMSE RMSE

10%50.00.931 ± 0.036100.00.979 ± 0.018150.00.983 ± 0.006200.00.985 ± 0.010250.00.998 ± 0.021300.01.036 ± 0.022350.01.071 ± 0.016400.01.088 ± 0.002450.01.099 ± 0.003500.01.116 ± 0
20%50.00.896 ± 0.034100.00.98 ± 0.013150.00.987 ± 0.009200.00.994 ± 0.008250.01.004 ± 0.018300.01.025 ± 0.032350.01.075 ± 0.009400.01.090 ± 0.003450.01.098 ± 0.003500.01.116 ± 0
30%25.00.825 ± 0.08750.00.902 ± 0.0475.00.918 ± 0.007100.00.916 ± 0.003125.00.918 ± 0.010150.00.920 ± 0.005175.00.922 ± 0.003200.00.937 ± 0.001225.00.948 ± 0.005250.00.964 ± 0
40%16.70.829 ± 0.02333.30.877 ± 0.00750.00.877 ± 0.01066.70.862 ± 0.00983.30.865 ± 0.004100.00.869 ± 0.008116.70.887 ± 0.004133.30.892 ± 0.006150.00.902 ± 0.002166.70.915 ± 0
50%12.50.802 ± 0.02925.00.816 ± 0.00837.50.822 ± 0.01250.00.826 ± 0.02862.50.843 ± 0.02475.00.870 ± 0.02387.50.891 ± 0.022100.00.906 ± 0.004112.50.905 ± 0.002125.00.925 ± 0
60%12.50.804 ± 0.02725.00.818 ± 0.01337.50.825 ± 0.01450.00.834 ± 0.01662.50.841 ± 0.00675.00.879 ± 0.01287.50.898 ± 0.006100.00.897 ± 0.006112.50.907 ± 0.002125.00.925 ± 0
70%10.00.783 ± 0.03020.00.781 ± 0.03130.00.804 ± 0.01740.00.782 ± 0.03950.00.806 ± 0.01460.00.832 ± 0.01670.00.851 ± 0.01080.00.856 ± 0.00490.00.864 ± 0.003100.00.900 ± 0
80%8.30.768 ± 0.02416.70.769 ± 0.00725.00.776 ± 0.01733.30.768 ± 0.02441.70.796 ± 0.01050.00.805 ± 0.01658.30.826 ± 0.01366.70.839 ± 0.00775.00.847 ± 0.00183.30.878 ± 0
90%8.30.774 ± 0.02616.70.771 ± 0.01725.00.767 ± 0.01433.30.796 ± 0.01041.70.777 ± 0.01950.00.815 ± 0.01758.30.820 ± 0.01466.70.843 ± 0.00175.00.851 ± 0.00383.30.878 ± 0
100%7.10.786 ± 0.01214.30.758 ± 0.01721.40.764 ± 0.00728.60.765 ± 0.01535.70.772 ± 0.01642.90.795 ± 0.00450.00.808 ± 0.01057.10.818 ± 0.00564.30.824 ± 0.00371.40.883 ± 0