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Table 5 Test set accuracy by SGC grid size

From: Residential scene classification for gridded population sampling in developing countries using deep convolutional neural networks on satellite imagery

SGC size Nigeria Guatemala
Count Accuracy Count Accuracy
50 × 50 m 74 98.65% 179 97.21%
100 × 100 m 571 93.52% 46 93.48%
150 × 150 m 155 95.48% 0
Test for equality of proportions χ2 = 3.691, df = 2, p-value = 0.1579 χ2 = 0.595, df = 1, p-value = 0.4403