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Table 5 SVM model classification accuracy with image filters and clustering size of 2

From: Automatic classification of spread‐F types in ionogram images using support vector machine and convolutional neural network

Applied clusters

Model accuracy of each cluster with image filtering (%)

Image sharpening

Image thresholding

Median blur

Gamma correction

Fast-NLmeans

Bilateral

1st cluster

86.5

85.9

85.8

85.9

86.4

85.9

2nd cluster

85.7

85.4

85.8

85.4

86.1

86.4

All clusters

86.1

86.4

83.9

85.8

85.8

85.8