Overview
AI designed to handle specific tasks without possessing self-awareness, consciousness, or true understanding of the task domain.
More in Artificial Intelligence
Confusion Matrix
Evaluation & MetricsA table used to evaluate classification model performance by comparing predicted classifications against actual classifications.
Model Pruning
Models & ArchitectureThe process of removing redundant or less important parameters from a neural network to reduce its size and computational cost.
AI Benchmark
Evaluation & MetricsStandardised tests and datasets used to evaluate and compare the performance of AI models across specific tasks.
AI Pipeline
Infrastructure & OperationsA sequence of data processing and model execution steps that automate the flow from raw data to AI-driven outputs.
Bayesian Reasoning
Reasoning & PlanningA statistical approach to AI that uses Bayes' theorem to update probability estimates as new evidence becomes available.
Constraint Satisfaction
Reasoning & PlanningA computational approach where problems are defined as a set of variables, domains, and constraints that must all be simultaneously satisfied.
F1 Score
Evaluation & MetricsA harmonic mean of precision and recall, providing a single metric that balances both false positives and false negatives.
Perplexity
Evaluation & MetricsA measurement of how well a probability model predicts a sample, commonly used to evaluate language model performance.