Table 4.

Prediction of new confirmed case ahead of 7, 14 and 21 days with various models.

Country/States	Models	Next 7 days prediction		Next 14 days prediction		Next 21 days prediction
		predicted	95% confidence	predicted	95% confidence	predicted	95% confidence
		on	interval	on	interval	on	interval
		17-07-2021		24-07-2021		31-07-2021
India	Vanilla LSTM	31759	[29437, 30832]	35003	[30647, 32344]	41310	[26377, 30991]
	Stacked LSTM	44617	[38520, 42429]	42595	[36814, 39217]	48593	[36012, 39710]
	BiLSTM	43071	[39296, 41623]	33485	[31856, 33257]	61464	[39453, 46424]
	ED_LSTM	55588	[48027, 53046]	72134	[55317, 63396]	156472	[75427, 104118]
	CNN	72572	[59971, 68365]	54217	[43309, 48319]	81682	[56401, 65913]
	CNN+LSTM	35746	[36094, 37051]	39876	[40839, 41877]	35664	[37370, 38641]
Maharashtra	Vanilla LSTM	11080	[10708, 10971]	17372	[14738, 16075]	13909	[10731, 11978]
	Stacked LSTM	6729	[6812, 6656]	12500	[10553, 11445]	15587	[11992, 13394]
	BiLSTM	9497	[9303, 9429]	6446	[6696, 6974]	9979	[9229, 9532]
	ED_LSTM	6109	[6149, 6279]	7278	[7377, 7502]	7254	[7291, 7356]
	CNN	6057	[6131, 6332]	9113	[8616, 8847]	8459	[8199, 8295]
	CNN+LSTM	10164	[9945, 10115]	9464	[9225, 9343]	10693	[10213, 10461]
Kerala	Vanilla LSTM	5296	[5390, 6225]	17549	[11776, 14275]	38564	[23776, 29651]
	Stacked LSTM	6866	[6736, 7182]	34136	[23184, 28533]	25395	[17505, 20351]
	BiLSTM	21663	[17734, 20477]	30926	[21760, 25726]	15940	[14720, 15209]
	ED_LSTM	10229	[10010, 10313]	25344	[20536, 22902]	11223	[11206, 11425]
	CNN	18715	[16398, 17947]	23336	[18276, 20758]	12219	[11081, 11496]
	CNN+LSTM	9224	[9366, 9829]	17342	[14624, 15881]	4495	[4828, 5390]
Karnataka	Vanilla LSTM	1156	[1128, 1154]	2537	[2246, 2358]	2627	[2423, 2490]
	Stacked LSTM	3688	[3275, 3541]	1581	[1732, 1921]	1107	[1014, 1073]
	BiLSTM	2525	[2575, 2719]	1611	[1563, 1607]	4128	[2505, 3068]
	ED_LSTM	3725	[3095, 3509]	5910	[3130, 4307]	1730	[1315, 1438]
	CNN	3966	[3130, 3685]	1959	[1552, 1712]	4246	[2200, 2916]
	CNN+LSTM	747	[815, 1120]	1480	[1607, 1773]	1762	[2131, 2402]
Tamil Nadu	Vanilla LSTM	2093	[1096, 2048]	980	[996, 1115]	2540	[1443, 1810]
	Stacked LSTM	1036	[1055, 1196]	1923	[2042, 2209]	551	[814, 1063]
	BiLSTM	832	[895, 1067]	3247	[3358, 3493]	977	[1326, 1650]
	ED_LSTM	6263	[4765, 5754]	7711	[5521, 6578]	13661	[7504, 9848]
	CNN	1078	[1034, 1086]	1698	[1677, 1749]	537	[683, 908]
	CNN+LSTM	3923	[3618, 4018]	2317	[2485, 2664]	278	[826, 1232]