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Machine Learning 4 Front end 1 Algorithm 1 Statistics 1
How to evaluate the performance of ML models? How to evaluate the performance of ML models?
An overview of evaluation metrics for machine learning models
2021-08-10 Machine Learning
Metrics
Fascinated by t-SNE Fascinated by t-SNE
Dimension reduction tool: t-distributed stochastic neighbor embedding (t-SNE).
2021-08-06 Machine Learning
Embedding Nonlinear method
K-means Clustering K-means Clustering
An introduction of K-means clustering with the implementation and pros/cons analysis.
2021-06-20 Machine Learning
Unsupervised Learning Clustering
Property Price Trend Prediction Property Price Trend Prediction
How did the COVID-19 pandemic affect the property market?
2021-06-13 Machine Learning
Regression Boosting Feature engineering