Machine Learning
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ROC Curve
Quick Definition
Plot showing classifier performance across thresholds
Full Definition
A graphical plot showing classifier performance across all classification thresholds using true and false positive rates.
Examples
model comparison, threshold selection, AUC scoring
Related Terms
confusion-matrix
model-evaluation
More Machine Learning Terms
Multi-Task Learning
Training one model for multiple related tasks simultaneously
Feature Engineering
Creating and transforming input variables to improve performance
Hyperparameter Tuning
Finding optimal configuration values before training
Polynomial Regression
Extending linear models with polynomial features for nonlinear data
Machine Learning
AI subset where systems learn patterns from data
Decision Tree
Tree-like model splitting data based on feature values