Prediction with Historical Data with Tree Ensemble Regression | ||||
Region | 2019 | Prediction | Absolute Variation | Percentage Variation |
Abruzzo | 74.60 | 77.19 | 2.59 | 3.47 |
Basilicata | 78.10 | 75.99 | −2.11 | −2.71 |
Calabria | 69.70 | 67.21 | −2.49 | −3.57 |
Campania | 56.40 | 64.99 | 8.59 | 15.23 |
Emilia Romagna | 72.80 | 76.68 | 3.88 | 5.33 |
Friuli Venezia Giulia | 85.30 | 81.31 | −3.99 | −4.68 |
Lazio | 64.70 | 67.30 | 2.60 | 4.02 |
Liguria | 78.90 | 66.53 | .12,37 | −15.68 |
Lombardy | 69.50 | 73.70 | 4.20 | 6.04 |
Marche | 80.70 | 67.66 | −13.04 | −16.16 |
Molise | 81.20 | 78.56 | −2.64 | −3.25 |
Piedmont | 70.70 | 79.90 | 9.20 | 13.01 |
Puglia | 65.90 | 73.67 | 7.77 | 11.79 |
Sardinia | 76.20 | 67.60 | −8.60 | −11.29 |
Sicily | 64.10 | 78.21 | 14.11 | 22.01 |
Tuscany | 79.00 | 74.11 | −4.89 | −6.19 |
Trentino-Alto Adige /Siidtirol | 89.50 | 83.94 | −5.56 | −6.21 |
Umbria | 77.90 | 77.96 | 0.06 | 0.08 |
Aosta Valley /Aosta Valley | 84.20 | 85.84 | 1.64 | 1.95 |
Veneto | 73.10 | 73.45 | 0.35 | 0.48 |
Mean | 74.63 | 74.59 | −0.03 | −0.05 |