首页>
外国专利>
Predictive data analysis using image representations of categorical and scalar feature data
Predictive data analysis using image representations of categorical and scalar feature data
展开▼
机译:使用分类和标量数据的图像表示预测数据分析
展开▼
页面导航
摘要
著录项
相似文献
摘要
There is a need for more effective and efficient predictive data analysis solutions and/or more effective and efficient solutions for generating image representations of categorical/scalar data. Various embodiments of the present invention address one or more of the noted technical challenges. In one example, a method comprises receiving the one or more categorical input features; generating an image representation of the one or more categorical input features, wherein the image representation comprises image region values each associated with a categorical input feature, and further wherein each image region value of the one or more image region values is determined based at least in part on the corresponding categorical input feature associated with the image region value; and processing the image representation using an image-based machine learning model to generate the image-based predictions.
展开▼