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Classifiers Overview

Sergey Kosov edited this page Mar 28, 2020 · 4 revisions
Classifier DGM Class Sequential Features (bit)
Naive Bayes CTrainNodeBayes YES 8
Gaussian Mixture Model CTrainNodeGMM YES 64
OpenCV Gaussian Mixture Model CTrainNodeCvGMM no 64
k-Nearest Neighbors CTrainNodeKNN no* 8**
OpenCV k-Nearest Neighbors CTrainNodeCvKNN no 32
OpenCV Support Vector Machine CTrainNodeCvSVM no 32
OpenCV Random Forest CTrainNodeCvRF no 32
Microsoft Research Random Forest CTrainNodeMsRF no 8 / 32***
OpenCV Artificial Neural Network CTrainNodeCvANN no 32

*It is possible to implement a sequential algorithm

**It is possible to extend it up to 64-bit features

***The MS implementation uses 32-bit features, however DGM forces the features to be 8-bit