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ML (Öğrenme Tipleri) - Coggle Diagram
ML
Öğrenme Tipleri
Supervised
k-Nearest Neighbors
Linear Regression
Logistic Regression
Support Vector Machines (SVMs)
Decision Trees and Random Forests
Neural networks
Unsupervised
Clustering
K-Means
DBSCAN
Hierarchical Cluster Analysis (HCA)
Anomaly detection and novelty detection
One-class SVM
Isolation Forest
Visualization and dimensionality reduction
Principal Component Analysis (PCA)
Kernel PCA
Locally Linear Embedding (LLE)
t-Distributed Stochastic Neighbor Embedding (t-SNE)
Association rule learning
Apriori
Eclat
Semisupervised