While data programmers may be experts at importing and manipulating text, image, and video content, this tool was designed to support the import of any document set for further processing. The tool recognizes page layout, and extracts text as well as images! This tool could be a great place to start creating a document-based dataset…
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Don’t ignore your errors!
In this quick read, the article’s author Raymond Willey notes that, in most classification tasks, the general aim is to simply maximize some measure of accuracy, whether it’s an F1 Score, Balanced Accuracy, etc. Of course, in these cases, we seek to understand the errors for the sole purpose of minimizing their frequency in the…