Machine Learning
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LightGBM
Quick Definition
Fast gradient boosting framework using histogram splitting
Full Definition
A gradient boosting framework using histogram-based splitting for fast training on large datasets.
Examples
large-scale ML, low-memory training, ranking tasks
Related Terms
xgboost
gradient-boosting
catboost
More Machine Learning Terms
Linear Regression
Modeling variable relationships by fitting a linear equation
Dropout
Regularization randomly deactivating neurons during training
Unsupervised Learning
Discovering hidden patterns in unlabeled data
Contrastive Learning
Self-supervised learning by contrasting data pairs
K-Nearest Neighbors
Classifying based on majority class of k nearest neighbors
t-SNE
Nonlinear technique for visualizing high-dimensional data