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

<table class="table-group" id="tab4"><tr><td><table class="table"><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr class="thead"><td class="align_left">Method</td><td class="align_center">Training time (s)</td></tr><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr><td class="align_left">CEEMDAN-BiLSTM</td><td class="align_center">3485</td></tr><tr><td class="align_left">CNN-LSTM</td><td class="align_center">3107</td></tr><tr><td class="align_left">CEEMDAN-Informer</td><td class="align_center">2762</td></tr><tr><td class="align_left">CEEMDAN-CNN</td><td class="align_center">2914</td></tr><tr class="table-tr"><td colspan="2"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Training times for the CO<sub>2</sub> dataset.</div>

Journal of Sensors

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Table 4

Table 4: Predicting Multidimensional Environmental Factor Trends in Greenhouse Microclimates Using a Hybrid Ensemble Approach 