[[["易于理解","easyToUnderstand","thumb-up"],["解决了我的问题","solvedMyProblem","thumb-up"],["其他","otherUp","thumb-up"]],[["没有我需要的信息","missingTheInformationINeed","thumb-down"],["太复杂/步骤太多","tooComplicatedTooManySteps","thumb-down"],["内容需要更新","outOfDate","thumb-down"],["翻译问题","translationIssue","thumb-down"],["示例/代码问题","samplesCodeIssue","thumb-down"],["其他","otherDown","thumb-down"]],["最后更新时间 (UTC):2024-11-10。"],[[["A machine learning model's predictive ability is directly dependent on the quality of data it's trained on."],["Numerical features often benefit from normalization or binning to improve model performance."],["Data validation through verification tests and visualizations is crucial for identifying and addressing potential issues."],["Understanding data distribution through statistics on both the entire dataset and its subsets is essential for identifying hidden problems."],["Maintaining thorough documentation of all data transformations ensures reproducibility and facilitates model understanding."]]],[]]