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Supervised Learning
Unsupervised Learning
Problem Types
9
▼
Clustering Algorithms
40
Partitional Clustering
8
Hierarchical Clustering
10
Density-Based Clustering
10
Distribution-Based Clustering
6
Spectral And Graph-Based Clustering
6
▼
Dimensionality Reduction
22
Linear Dimensionality Reduction
10
Manifold Learning
12
Density Estimation
8
Anomaly Detection
12
Association Rule Learning
10
Representation Learning
13
▼
Model Development
26
Data Preprocessing
9
Distance And Similarity Measures
12
Scalability And Efficiency
5
▼
Evaluation
19
Internal Clustering Evaluation
6
External Clustering Evaluation
9
Dimensionality Reduction Evaluation
4
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Linear Dimensionalit…
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Linear Dimensionality Reduction
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Terms in this group
Principal Component Analysis (PCA)
Principal Components
Explained Variance Ratio
Scree Plot
Singular Value Decomposition (SVD)
Truncated SVD
Independent Component Analysis (ICA)
Non-Negative Matrix Factorization (NMF)
Factor Analysis
Latent Factor
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