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
Machine Learning
AI subset where systems learn patterns from data
Margin
Distance between decision boundary and nearest data points
DBSCAN
Density-based clustering finding clusters of varying shapes
Multi-Task Learning
Training one model for multiple related tasks simultaneously
ARIMA
Statistical model for time series analysis and forecasting
Unsupervised Learning
Discovering hidden patterns in unlabeled data