Table 7: Precision, Recall, and F-measure of VGG16, ResNet50, ViT-Base, and ConvNeXt-Tiny (CNXT-T) for Each Attribute Value
Backbone	Attribute Name	Attribute Value	Precision	Recall	F-measure
VGG16	Cell Size	Big	85.17 ± 0.32	84.98 ± 1.65	85.06 ± 0.67
VGG16	Cell Size	Small	81.73 ± 1.52	81.91 ± 0.80	81.81 ± 0.37
VGG16	Cell Shape	Irregular	82.37 ± 4.34	85.71 ± 2.99	83.89 ± 1.01
VGG16	Cell Shape	Round	95.79 ± 0.77	94.54 ± 1.82	95.15 ± 0.57
VGG16	Nucleus Shape	Irregular	56.35 ± 2.93	67.55 ± 7.88	61.13 ± 2.08
VGG16	Nucleus Shape	Segmented-Bilobed	74.98 ± 0.65	74.42 ± 0.73	74.70 ± 0.17
VGG16	Nucleus Shape	Segmented-Multilobed	72.13 ± 4.22	55.82 ± 4.45	62.72 ± 1.69
VGG16	Nucleus Shape	Unsegmented-Band	80.65 ± 0.78	88.86 ± 0.42	84.55 ± 0.29
VGG16	Nucleus Shape	Unsegmented-Indented	81.87 ± 0.61	76.22 ± 3.09	78.91 ± 1.55
VGG16	Nucleus Shape	Unsegmented-Round	83.31 ± 3.21	82.19 ± 5.07	82.60 ± 1.51
VGG16	NC Ratio	High	94.80 ± 2.25	90.93 ± 2.15	92.79 ± 0.61
VGG16	NC Ratio	Low	98.76 ± 0.29	99.30 ± 0.32	99.03 ± 0.09
VGG16	Chromatin Density	Densely	97.61 ± 0.57	96.66 ± 0.68	97.13 ± 0.12
VGG16	Chromatin Density	Loosely	70.34 ± 2.98	76.77 ± 5.76	73.23 ± 1.45
VGG16	Cytoplasm Vacuole	No	97.72 ± 0.24	98.87 ± 0.20	98.29 ± 0.07
VGG16	Cytoplasm Vacuole	Yes	84.77 ± 1.83	73.06 ± 2.95	78.43 ± 1.20
VGG16	Cytoplasm Texture	Clear	98.52 ± 0.91	95.99 ± 0.75	97.23 ± 0.07
VGG16	Cytoplasm Texture	Frosted	86.05 ± 1.84	94.43 ± 3.51	89.98 ± 0.63
VGG16	Cytoplasm Color	Blue	80.39 ± 2.33	77.48 ± 3.15	78.83 ± 0.60
VGG16	Cytoplasm Color	Light Blue	98.90 ± 0.61	99.11 ± 0.26	99.00 ± 0.20
VGG16	Cytoplasm Color	Purple Blue	73.27 ± 2.98	75.20 ± 6.06	74.01 ± 1.30
VGG16	Granule Type	Coarse	98.76 ± 0.15	99.52 ± 0.31	99.14 ± 0.13
VGG16	Granule Type	Nil	99.22 ± 0.07	99.51 ± 0.11	99.36 ± 0.09
VGG16	Granule Type	Round	99.75 ± 0.06	99.46 ± 0.30	99.60 ± 0.13
VGG16	Granule Type	Small	99.41 ± 0.33	99.18 ± 0.11	99.29 ± 0.16
VGG16	Granule Color	Nil	99.18 ± 0.07	99.63 ± 0.00	99.40 ± 0.03
VGG16	Granule Color	Pink	98.46 ± 0.40	98.92 ± 0.60	98.69 ± 0.14
VGG16	Granule Color	Purple	97.40 ± 1.49	96.17 ± 0.62	96.77 ± 0.74
VGG16	Granule Color	Red	99.82 ± 0.11	99.42 ± 0.21	99.62 ± 0.05
VGG16	Granularity	No	99.34 ± 0.17	99.42 ± 0.07	99.38 ± 0.10
VGG16	Granularity	Yes	99.80 ± 0.02	99.77 ± 0.06	99.78 ± 0.04
ResNet50	Cell Size	Big	84.23 ± 2.02	87.54 ± 3.27	85.79 ± 0.56
ResNet50	Cell Size	Small	84.18 ± 3.06	79.83 ± 3.89	81.84 ± 0.78
ResNet50	Cell Shape	Irregular	85.70 ± 2.35	85.48 ± 2.40	85.54 ± 0.55
ResNet50	Cell Shape	Round	95.77 ± 0.63	95.80 ± 0.91	95.78 ± 0.22
ResNet50	Nucleus Shape	Irregular	62.24 ± 0.70	62.37 ± 5.10	62.21 ± 2.51
ResNet50	Nucleus Shape	Segmented-Bilobed	74.07 ± 4.38	80.30 ± 4.59	76.86 ± 0.65
ResNet50	Nucleus Shape	Segmented-Multilobed	71.43 ± 3.96	59.97 ± 6.11	64.95 ± 3.25
ResNet50	Nucleus Shape	Unsegmented-Band	85.42 ± 2.87	85.05 ± 4.68	85.10 ± 1.13
ResNet50	Nucleus Shape	Unsegmented-Indented	85.00 ± 3.44	80.50 ± 3.33	82.58 ± 0.21
ResNet50	Nucleus Shape	Unsegmented-Round	84.35 ± 2.91	86.01 ± 3.79	85.07 ± 0.39
ResNet50	NC Ratio	High	96.16 ± 0.38	91.11 ± 0.14	93.56 ± 0.11
ResNet50	NC Ratio	Low	98.79 ± 0.02	99.50 ± 0.05	99.14 ± 0.02
ResNet50	Chromatin Density	Densely	97.97 ± 0.13	96.67 ± 0.20	97.31 ± 0.07
ResNet50	Chromatin Density	Loosely	71.14 ± 1.02	80.37 ± 1.30	75.46 ± 0.58
ResNet50	Cytoplasm Vacuole	No	97.89 ± 0.37	99.05 ± 0.39	98.47 ± 0.01
ResNet50	Cytoplasm Vacuole	Yes	87.53 ± 3.90	75.10 ± 4.57	80.67 ± 0.94
ResNet50	Cytoplasm Texture	Clear	98.78 ± 0.30	96.49 ± 0.64	97.62 ± 0.25
ResNet50	Cytoplasm Texture	Frosted	87.66 ± 1.92	95.42 ± 1.16	91.36 ± 0.77
ResNet50	Cytoplasm Color	Blue	83.30 ± 3.68	87.53 ± 4.93	85.19 ± 0.49
ResNet50	Cytoplasm Color	Light Blue	99.37 ± 0.32	99.09 ± 0.25	99.23 ± 0.09
ResNet50	Cytoplasm Color	Purple Blue	82.07 ± 3.01	77.55 ± 6.01	79.54 ± 1.76
ResNet50	Granule Type	Coarse	98.67 ± 0.54	99.52 ± 0.31	99.09 ± 0.20
ResNet50	Granule Type	Nil	99.22 ± 0.28	99.63 ± 0.11	99.43 ± 0.18
ResNet50	Granule Type	Round	99.82 ± 0.11	99.89 ± 0.10	99.86 ± 0.03
ResNet50	Granule Type	Small	99.74 ± 0.11	99.05 ± 0.19	99.39 ± 0.10
ResNet50	Granule Color	Nil	99.34 ± 0.07	99.71 ± 0.13	99.53 ± 0.09
ResNet50	Granule Color	Pink	98.66 ± 0.28	98.89 ± 0.25	98.77 ± 0.07
ResNet50	Granule Color	Purple	97.82 ± 0.25	95.99 ± 0.43	96.90 ± 0.25
ResNet50	Granule Color	Red	99.75 ± 0.25	99.93 ± 0.12	99.84 ± 0.09
ResNet50	Granularity	No	99.38 ± 0.00	99.46 ± 0.07	99.42 ± 0.03
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