Target Variable
In supervised learning, the variable that the model aims to predict.
Common AI terms beginning with T, defined for advertising professionals.
Find the Flux+Form AI glossary & dictionary to help you make sense of common AI terms. Below you can find an AI Glossary & Dictionary for “T”.
In supervised learning, the variable that the model aims to predict.
A parameter in softmax or language models that controls how deterministic or random predictions are.
Data indexed over time, such as sales by day or engagement by hour, requiring models that capture sequence patterns.
A multi‑dimensional array of numbers used to represent data in machine learning.
An open‑source framework for building and training machine‑learning models.
A portion of data reserved for evaluating model performance after training.
Extracting useful information and patterns from text data.
A cut‑off value used to decide classification outcomes or filter data.
A sequence of data points recorded over time; forecasting models predict future values.
A basic unit of text (word or subword) used by natural language models.
The process of splitting text into tokens for processing by language models.
Algorithms that discover the main themes in a collection of documents, such as customer reviews.
The portion of data used to train a model; it must be representative of the problem space.
Leveraging a model trained on one task as the starting point for a related task to reduce training time and data needs.
A neural architecture based on self‑attention that has revolutionized natural language processing and, increasingly, vision.
Converting text from one language to another using AI; critical for global marketing.
A group of decision trees whose predictions are combined to improve accuracy, such as random forests and gradient boosting.
A correctly identified positive instance in classification.
A correctly identified negative instance in classification.
The process of adjusting a model’s hyperparameters to achieve better performance.
A neural architecture that processes two separate streams of input, often used in video analysis.
The dictionary defines the words. The Creative Cadence Workshop builds the practice. Eight weeks of hands-on AI training built for ad agencies and in-house creative teams.
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