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Table 2 Comparison results between manual and automated classification process for testing dataset.

From: A preliminary study on automated freshwater algae recognition and classification system

Detected Object

Manual

Automatic

Similarity %

Unidentified

324

285

87.9%

Chroococcus

123

108

87.8%

Microcystis

109

98

89.9%

Navicula

147

141

95.9%

Oscillatoria

132

124

93.9%

Scenedesmus

113

109

96.5%