GCMS Peak Alignment: Data and Results

Data and results for paper on peak alignment using Deep Learning. Data folder contains 12 data sets for training and test, as well as Excel template for manually grouping the peaks found. Results folder contains all the results reported in the paper. They are organised into four folders, each folder contains the trained models and the predictions. The data was extracted from peak detection results of several data sets, most of which are at: https://data.csiro.au/dap/landingpage?pid=csiro:38997

本数据集与研究成果对应一篇基于深度学习开展峰对齐研究的论文。数据文件夹包含12组用于训练与测试的数据集，以及一份用于手动对已识别峰进行分组的Excel模板。结果文件夹包含论文中报道的全部研究成果，其下设四个子文件夹，每个子文件夹均包含训练完成的模型与预测结果。本数据集提取自多组数据集的峰检测结果，其中大部分数据可通过以下链接获取：https://data.csiro.au/dap/landingpage?pid=csiro:38997