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Artificial Intelligence Task

Binary Classification

Requires a model to categorize data points into one of two possible categories and the goal is to accurately assign each data point to the correct category.

Input

Data instances such is human language, images and video.

Output

A binary decision for each instance

Goal

To distinguish between two classes

Learning Strategy

Supervised learning with binary outcome models

Evaluation Metric

Accuracy, precision, recall, F1 score, and ROC-AUC curves

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