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AI-900: Azure ML Designer Enhancing Binary Classification Model Validation

Discover the importance of the Split Data module in Azure ML Designer for unbiased validation of binary classification models. Explore effective model evaluation techniques!

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You’re using Azure Machine Learning designer to create a training pipeline for a binary classification model. You’ve added a dataset containing features and labels, a Two-Class Decision Forest module, and a Train Model module. You plan to use Score Model and Evaluate Model modules to test the trained model with a subset of the dataset that wasn’t used for training. What’s another module should you add?


Split Data


To validate the binary classification model effectively in Azure ML Designer, consider adding the Split Data module. This module divides the dataset into training and testing subsets, ensuring an untouched portion for model validation via the Score Model and Evaluate Model modules. By incorporating the Split Data module, you maintain a separate dataset subset solely for unbiased model evaluation.

Microsoft Azure AI Fundamentals AI-900 certification exam practice question and answer (Q&A) dump with detail explanation and reference available free, helpful to pass the Microsoft Azure AI Fundamentals AI-900 exam and earn Microsoft Azure AI Fundamentals AI-900 certification.

Microsoft Azure AI Fundamentals AI-900 certification exam practice question and answer (Q&A) dump

Alex Lim is a certified IT Technical Support Architect with over 15 years of experience in designing, implementing, and troubleshooting complex IT systems and networks. He has worked for leading IT companies, such as Microsoft, IBM, and Cisco, providing technical support and solutions to clients across various industries and sectors. Alex has a bachelor’s degree in computer science from the National University of Singapore and a master’s degree in information security from the Massachusetts Institute of Technology. He is also the author of several best-selling books on IT technical support, such as The IT Technical Support Handbook and Troubleshooting IT Systems and Networks. Alex lives in Bandar, Johore, Malaysia with his wife and two chilrdren. You can reach him at [email protected] or follow him on Website | Twitter | Facebook

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