解读文本情感分析模型的预测结果
使用集合让一切井井有条
根据您的偏好保存内容并对其进行分类。
请求预测后,Vertex AI 会根据您的模型目标返回结果。来自情感分析模型的预测返回文档的整体情感。情感由 0 到模型的最高情感得分(可以等于或小于 10)的整数表示。模型的最高情感值是在训练期间设置的。例如,如果在训练模型时使用的数据集的最高情感得分为 2,预测的情感得分可以是 0(消极)、1(中立)或 2(积极)。
批量预测输出示例
以下示例是单个文档的预测结果。由于该模型的最大情感得分为 8,因此本示例的预测情感非常积极。
{
"instance": {"content": "gs://bucket/text.txt", "mimeType": "text/plain"},
"prediction": {"sentiment": 8}
}
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最后更新时间 (UTC):2024-03-15。
[{
"type": "thumb-down",
"id": "hardToUnderstand",
"label":"Hard to understand"
},{
"type": "thumb-down",
"id": "incorrectInformationOrSampleCode",
"label":"Incorrect information or sample code"
},{
"type": "thumb-down",
"id": "missingTheInformationSamplesINeed",
"label":"Missing the information/samples I need"
},{
"type": "thumb-down",
"id": "translationIssue",
"label":"翻译问题"
},{
"type": "thumb-down",
"id": "otherDown",
"label":"其他"
}]
[{
"type": "thumb-up",
"id": "easyToUnderstand",
"label":"易于理解"
},{
"type": "thumb-up",
"id": "solvedMyProblem",
"label":"解决了我的问题"
},{
"type": "thumb-up",
"id": "otherUp",
"label":"其他"
}]
{"lastModified": "\u6700\u540e\u66f4\u65b0\u65f6\u95f4 (UTC)\uff1a2024-03-15\u3002"}
[[["易于理解","easyToUnderstand","thumb-up"],["解决了我的问题","solvedMyProblem","thumb-up"],["其他","otherUp","thumb-up"]],[["Hard to understand","hardToUnderstand","thumb-down"],["Incorrect information or sample code","incorrectInformationOrSampleCode","thumb-down"],["Missing the information/samples I need","missingTheInformationSamplesINeed","thumb-down"],["翻译问题","translationIssue","thumb-down"],["其他","otherDown","thumb-down"]],["最后更新时间 (UTC):2024-03-15。"]]