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BenchmarkDP - Format technology lifecycle analysis - DOCUMENTS market segment

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Mendeley Data2024-01-31 更新2024-06-28 收录
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https://figshare.com/articles/dataset/BenchmarkDP_-_Format_technology_lifecycle_analysis_-_DOCUMENTS_market_segment/3397558/1
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资源简介:
This set of files contains all results from analyzing DOCUMENTS market segment. The fileset contains the following files: experimentConfig.tsv - A file containing TAB separated values. This file contains experiment configuration data. market.tsv - A file containing TAB separated values. This file contains definition of market elements. marketStats.tsv - A file containing TAB separated values. It represents statistics around data preprocessing step which includes mainly conflict reduction. cleanedData.tsv - A file containing TAB separated values. This file contains all the data after the UK web archive Format Profile data has been filtered and after all the conflicts have been resolved. adoptionRates.tsv - A file containing TAB separated values. This file extends cleanedData.tsv with calculated adoption rates and smoothed adoption rates for each market element. market elements.zip - A zip file containing for each market element estimated models for all possible combinations of starting points. Parameter values are stored in allEstimates.tsv and calculated models (R objects) are in models folder. Furthermore, maximum 5 best models are selected (best.tv) and their plots are in graphs folder. selected models.zip - A zip file containing plots from selected models. Each market element is represented with the main plot and two plots containg residuals. predictions.zip - A zip file containing plots from selected models. In this case prediction interval is plotted instead of the confidence interval.

本文件集包含针对DOCUMENTS细分市场开展分析后得到的全部结果。该文件集包含以下文件: 1. 实验配置文件(experimentConfig.tsv):采用制表符分隔值(Tab Separated Values,TSV)格式,存储实验配置相关数据。 2. 市场要素定义文件(market.tsv):采用制表符分隔值(TSV)格式,存储市场要素的定义信息。 3. 市场统计文件(marketStats.tsv):采用TSV格式,记录数据预处理环节(主要包含冲突消解步骤)的相关统计信息。 4. 清洗后数据文件(cleanedData.tsv):采用TSV格式,存储经过英国网络归档格式(UK web archive Format Profile)数据过滤、且所有冲突均已消解后的完整数据集。 5. 采用率文件(adoptionRates.tsv):采用TSV格式,在cleanedData.tsv的基础上,补充计算得到的各市场要素的采用率与平滑化采用率数据。 此外,文件集还包含以下三个压缩包: - 市场要素压缩包(market elements.zip):该压缩包包含针对各市场要素、基于所有可能起始点组合训练得到的预估模型。其中,参数值存储于allEstimates.tsv文件,训练得到的以R语言对象存储的模型存放于models文件夹。此外,已筛选出最多5个最优模型(best.tv),其可视化结果存放于graphs文件夹。 - 精选模型压缩包(selected models.zip):该压缩包包含精选模型的可视化图表。每个市场要素对应一张主绘图,以及两张包含残差信息的辅助绘图。 - 预测结果压缩包(predictions.zip):该压缩包包含精选模型的预测区间可视化图表,本次绘图以预测区间替代置信区间进行展示。
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2024-01-31
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