Machine Learning
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Time Series Analysis
Quick Definition
Analyzing time-ordered data for patterns and forecasting
Full Definition
Statistical and ML methods for analyzing time-ordered data points for forecasting and trend detection.
Examples
stock prediction, weather forecasting, demand planning
Related Terms
lstm
arima
forecasting
More Machine Learning Terms
Backpropagation
Algorithm computing gradients for neural network weight updates
Bayesian Optimization
Optimizing expensive functions using a probabilistic model
Bagging
Training models on random subsets and averaging predictions
K-Nearest Neighbors
Classifying based on majority class of k nearest neighbors
Loss Function
Math function measuring prediction vs actual value difference
ROC Curve
Plot showing classifier performance across thresholds