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Machine Learning - Coggle Diagram
Machine Learning
Supervised
Statistical
Maximum Likelihood Classification
Bayes' Classification
Gaussian Mixture
Minimum Distance to Class-means
Parallelepiped Classification
Contextual pixel-wise classification
Probabilistic Label Relaxation
Markov Random Fields
Geometrical
K nearest neighbors
Bayesian nearest neighbors
SVM
Linear regression
Linear classification
Multistage classifiers
Neural networks
Deep neural networks / MLP
Fully-Connected / dense
CNN
VGG
GoogleLeNet
ResNet
U-net
AlexNet
GAN
RNN
Shallow neural networks
Activation functions
Parametric ReLU
Leaky ReLU
ReLU
Sigmoid
tanh
Maxout
ELU
Losses
CE Loss
BCE Loss
Layers
Softmax
Decision Trees
CART
Parallel networks
OAA
OAO
Ensemble classifiers
Bagging
AdaBoost
Random Forest
Unsupervised
Clustering
k-Means Clustering
Single Pass Clustering
Agglomerative Hierarchical Clustering
Histogram Peak Selection
Reinforcement