Exploration and variation of vertebrae

Data resembling possible universal and non-specific standards for assessing vertebrae. The dimensions of the vertebrae in the various types were compared to see if specific vertebrae had to be identified before further analysis
Additionally, size variation among sequential vertebrae within and among the different subtypes (i.e., cervical, thoracic, and lumbar vertebrae) were also considered to determine possible single vertebral or combined vertebral standards for population affinity and sex estimation. Using the information from the variation exploration component, classification models were created to gauge the predictive accuracy of vertebral measurements when estimating population affinity and sex. The classification component focused on the quantifiable differences in the vertebrae in order to develop standards that can be used to estimate population affinity and sex in South Africa. All in all this component assessed whether universal, non-specific standards can be established or if a specific vertebra needs to be identified first before classification can occur.

本数据集旨在模拟评估脊椎的普遍性及非特异性标准。通过对不同类型脊椎的尺寸进行比较，以探究是否需在进一步分析前先识别特定脊椎。同时，亦考虑了不同亚型（即颈椎、胸椎和腰椎）内部及其间的脊椎尺寸变化，以确定可能的单一脊椎或联合脊椎标准，用于估算人群亲和力和性别。利用变异探索组件提供的信息，构建了分类模型，以评估脊椎测量在估算人群亲和力和性别时的预测准确性。分类组件专注于脊椎可量化的差异，旨在制定可用于估算南非人群亲和力和性别的标准。总体而言，此组件旨在评估是否可以建立普遍性、非特异性的标准，或在进行分类之前是否需首先识别特定脊椎。