2026-10-10T23:02:19Z https://api.figshare.com/v2/oai

oai:figshare.com:article/33865247 2026-09-16T17:24:08Z category_1 category_24 category_272 category_39 category_45 category_734 category_61 portal_5 item_type_3 month_year_09_2026

<p>SHAP values for individual cases.</p> Luca Alessandri (7860995) Biophysics Evolutionary Biology Environmental Sciences not elsewhere classified Ecology Sociology Biological Sciences not elsewhere classified Developmental Biology xlink "> understanding standing archaeological interpretations normalized split frequencies historically contingent choices explainable ai techniques evaluate predictor importance elevation progressively dominate capturing structural roles 725 bce ). 2100 &# 8211 early iron age territorially structured landscapes rmcaiii phase signals explainable machine learning tracing settlement dynamics investigate settlement dynamics final bronze age early bronze age random forest machine environmentally constrained pseudo coherent diachronic transformation atium vetus </ random forest early phases primarily structured model phase learning framework latium vetus l </ transition culminates term drivers study shows specific patterns rmca phases results reveal quantitative backbone like relationships increasingly saturated hydrological accessibility hierarchically organised functionally diversified expose non exploratory tools environmental logic defensible locations central italy approach demonstrates absence points <p>All settlements and pseudo-absence points, reported for both output classes and for the model confidence.</p> <p>(XLSX)</p> 2026-09-16T17:40:04Z Dataset Dataset 10.1371/journal.pone.0357054.s009 https://figshare.com/articles/dataset/_p_SHAP_values_for_individual_cases_p_/33865247 CC BY 4.0