Predicting Multidimensional Environmental Factor Trends in Greenhouse Microclimates Using a Hybrid Ensemble Approach

Table 5

Data accuracy at different time intervals.

Time interval		Minute	Hour	Daily	Weekly
CO2 concentration	MSE	358.042837	334.7307828	259.6403317	589.7595585
	RMSE	18.9220199	18.29564929	16.1133588	24.28496569
Atmospheric pressure	MSE	242.2370179	234.5481332	166.648611	425.1759523
	RMSE	15.56396537	15.31496435	12.90924518	20.61979516
Light intensity	MSE	100222.7668	120290.1161	28512.13085	61340.67966
	RMSE	316.5797954	346.8286553	168.8553548	247.6705062
Humidity	MSE	0.69658581	0.624483284	0.602201316	0.130442565
	RMSE	0.834617164	0.790242547	0.776016311	0.361168334
Temperature	MSE	0.249429437	0.263408221	0.334214225	0.227481595
	RMSE	0.499429111	0.513233106	0.57811264	0.476950307