Commodity-level LSTM performance across agricultural commodities with different volatility profiles
| Commodity | Observations | MAE | MSE | R2 |
|---|---|---|---|---|
| Maize | 235 | 15.36 | 364.62 | 0.640 |
| Sorghum | 140 | 13.83 | 415.73 | 0.468 |
| Groundnuts (shelled) | 91 | 19,252.02 | 506,076,700 | 0.148 |
| Rice (imported) | 223 | 12,177.92 | 162,869,500 | −0.100 |
| Cowpeas (white) | 125 | 21,915.47 | 512,876,000 | −0.158 |
| Yam | 87 | 21,156.72 | 539,573,300 | −0.214 |
| Millet | 318 | 8612.67 | 107,818,300 | −0.228 |
| Commodity | Observations | MAE | MSE | |
|---|---|---|---|---|
| Maize | 235 | 15.36 | 364.62 | 0.640 |
| Sorghum | 140 | 13.83 | 415.73 | 0.468 |
| Groundnuts (shelled) | 91 | 19,252.02 | 506,076,700 | 0.148 |
| Rice (imported) | 223 | 12,177.92 | 162,869,500 | −0.100 |
| Cowpeas (white) | 125 | 21,915.47 | 512,876,000 | −0.158 |
| Yam | 87 | 21,156.72 | 539,573,300 | −0.214 |
| Millet | 318 | 8612.67 | 107,818,300 | −0.228 |
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