SHAP values feature importance.

<p>The feature importance of Fitness, Coherence, Diversification, starting GDPpc, and geographic and time information is depicted by each pair of bars. We notice how the feature GDPpc(<i>y</i><sub>1</sub>) is the most significant followed by year and country geographic...

وصف كامل

محفوظ في:
التفاصيل البيبلوغرافية
المؤلف الرئيسي: Matteo Straccamore (15083799) (author)
مؤلفون آخرون: Matteo Bruno (10008743) (author), Andrea Tacchella (302213) (author)
منشور في: 2025
الموضوعات:
الوسوم: إضافة وسم
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الوصف
الملخص:<p>The feature importance of Fitness, Coherence, Diversification, starting GDPpc, and geographic and time information is depicted by each pair of bars. We notice how the feature GDPpc(<i>y</i><sub>1</sub>) is the most significant followed by year and country geographic information. We incorporated them solely to control the behaviours of Fitness and Coherence. A focused comparison of these two metrics is illustrated in the main Figure. We find that Fitness and Coherence relative importance switch from MA to the country in explaining the trends in CAGR. However, we do not yet know whether this importance translates into a positive or negative effect.</p>