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Table 3 Experimental results on testing WRN model

From: Experimental analysis and evaluation of wide residual networks based agricultural disease identification in smart agriculture system

No.NamePrecisionRecallF1-scoreTest volume/total volume
1Apple Healthy0.870.930.90407/1354
2Apple_Scab0.970.690.80125/415
3Apple Frogeye Spot0.980.910.94147/488
4Cedar Apple Rust0.950.950.9563/208
5Cherry Healthy0.910.990.94205/683
6Cherry_Powdery Mildew0.940.810.8777/256
7Corn Healthy0.630.910.74130/430
8Cercospora zeaemaydis Tehon and Daniels0.750.930.83123/409
9Puccinia polysora0.970.970.97228/958
10Corn Curvularia Leaf Spot Fungus0.970.800.88242/806
11Maize Dwarf Mosaic Virus0.960.950.96280/931
12Grape Healthy0.900.970.93101/336
13Grape Black Rot Fungus0.900.980.94289/963
14Grape Black Measles Fungus0.980.930.96317/1055
15Grape Leaf Blight Fungus0.910.990.95238/790
16Citrus Healthy0.880.600.71126/419
17Citrus Yellow-Shoot Disease0.961.000.981248/4158
18Peach Healthy0.920.840.8887/287
19Peach Bacterial Spot0.980.920.95558/1859
20Pepper Healthy0.940.900.92352/1172
21Pepper Scab0.940.870.90228/758
22Potato Healthy0.910.990.95834/1634
23Potato Early Blight0.990.970.98417/815
24Potato Late Blight0.970.740.84408/797
25Strawberry Healthy0.950.900.9384/277
26Strawberry Leaf Blight0.940.960.95226/885
27Tomato Healthy0.990.950.97415/1381
28Tomato Powdery Mildew0.990.980.99441/1469
29Tomato Early Blight0.920.710.80238/792
30Tomato Late Blight0.800.890.84471/1569
31Tomato Leaf Mold Fungus0.960.890.93227/755
32Tomato Septoria Leaf Spot Fungus0.920.900.91421/1403
33Tomato Spider Mite Damage0.870.910.89279/929
34Tomato Yellow Leaf Curl Virus Disease0.951.000.971333/4442
35Tomato Mosaic Virus Disease0.920.870.8980/298