Table 1 List of top 5 selected indicators across types of classifiers
From: Artificial Intelligence (AI)-driven approach to climate action and sustainable development
| Â | Code | Score | Indicator |
|---|---|---|---|
Logistic Regression (LR) | n_sdg8_unemp | 0.015778 | Unemployment rate |
n_sdg16_detain | 0.013914 | Unsentenced detainees | |
n_sdg14_cpma | 0.013680 | Mean area that is protected in marine sites important to biodiversity | |
n_sdg17_govex | 0.012044 | Government spending on health and education | |
n_sdg15_forchg | 0.011985 | Permanent deforestation (3-year average) | |
Extra Trees (ET) | n_sdg12_explastic | 0.050472 | Exports of plastic waste |
n_sdg17_govex | 0.049064 | Government spending on health and education | |
n_sdg12_ewaste | 0.047990 | Electronic waste | |
n_sdg13_co2import | 0.041699 | CO2 emissions embodied in imports | |
n_sdg15_cpfa | 0.040307 | Mean area that is protected in freshwater sites important to biodiversity | |
Random Forest (RF) | n_sdg16_cpi | 0.047178 | Corruption Perceptions Index |
n_sdg3_u5mort | 0.042754 | Mortality rate, under-5 | |
n_sdg12_explastic | 0.041532 | Exports of plastic waste | |
n_sdg17_govex | 0.039496 | Government spending on health and education | |
n_sdg14_cpma | 0.034024 | Mean area that is protected in marine sites important to biodiversity |
