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
ResNet50	Granularity	Yes	99.81 ± 0.02	99.78 ± 0.00	99.80 ± 0.01
ViT-Base	Cell Size	Big	83.20 ± 1.36	87.72 ± 1.49	85.38 ± 0.13
ViT-Base	Cell Size	Small	83.96 ± 1.22	78.30 ± 2.50	81.00 ± 0.80
ViT-Base	Cell Shape	Irregular	83.44 ± 1.25	85.10 ± 1.06	84.25 ± 0.78
ViT-Base	Cell Shape	Round	95.63 ± 0.29	95.07 ± 0.45	95.35 ± 0.25
ViT-Base	Nucleus Shape	Irregular	68.62 ± 5.78	64.77 ± 18.26	64.79 ± 8.39
ViT-Base	Nucleus Shape	Segmented-Bilobed	73.59 ± 5.70	76.88 ± 6.31	74.83 ± 1.14
ViT-Base	Nucleus Shape	Segmented-Multilobed	69.59 ± 2.87	59.41 ± 5.31	63.89 ± 1.95
ViT-Base	Nucleus Shape	Unsegmented-Band	82.96 ± 5.54	84.48 ± 7.77	83.31 ± 1.72
ViT-Base	Nucleus Shape	Unsegmented-Indented	85.63 ± 1.94	80.96 ± 2.99	83.17 ± 0.65
ViT-Base	Nucleus Shape	Unsegmented-Round	82.85 ± 2.36	88.74 ± 2.35	85.66 ± 1.14
ViT-Base	NC Ratio	High	94.77 ± 1.69	92.53 ± 1.72	93.61 ± 0.52
ViT-Base	NC Ratio	Low	98.98 ± 0.23	99.29 ± 0.25	99.13 ± 0.07
ViT-Base	Chromatin Density	Densely	97.16 ± 0.63	97.10 ± 1.04	97.12 ± 0.39
ViT-Base	Chromatin Density	Loosely	72.29 ± 5.74	72.13 ± 6.53	71.90 ± 3.25
ViT-Base	Cytoplasm Vacuole	No	98.53 ± 0.14	98.51 ± 0.25	98.52 ± 0.06
ViT-Base	Cytoplasm Vacuole	Yes	82.70 ± 2.07	82.86 ± 1.64	82.75 ± 0.33
ViT-Base	Cytoplasm Texture	Clear	98.39 ± 0.58	96.45 ± 0.35	97.41 ± 0.12
ViT-Base	Cytoplasm Texture	Frosted	87.33 ± 0.84	93.91 ± 2.26	90.48 ± 0.64
ViT-Base	Cytoplasm Color	Blue	86.32 ± 1.59	80.50 ± 4.13	83.23 ± 1.46
ViT-Base	Cytoplasm Color	Light Blue	99.32 ± 0.40	99.21 ± 0.13	99.27 ± 0.14
ViT-Base	Cytoplasm Color	Purple Blue	77.22 ± 1.70	84.41 ± 2.59	80.61 ± 0.34
ViT-Base	Granule Type	Coarse	98.57 ± 0.52	99.33 ± 0.31	98.95 ± 0.30
ViT-Base	Granule Type	Nil	99.22 ± 0.28	99.38 ± 0.11	99.30 ± 0.09
ViT-Base	Granule Type	Round	99.89 ± 0.00	99.82 ± 0.15	99.86 ± 0.08
ViT-Base	Granule Type	Small	99.61 ± 0.09	99.28 ± 0.05	99.44 ± 0.07
ViT-Base	Granule Color	Nil	99.46 ± 0.07	99.55 ± 0.07	99.51 ± 0.00
ViT-Base	Granule Color	Pink	98.40 ± 0.40	99.49 ± 0.19	98.94 ± 0.14
ViT-Base	Granule Color	Purple	98.81 ± 0.37	95.81 ± 0.79	97.28 ± 0.26
ViT-Base	Granule Color	Red	99.96 ± 0.06	99.93 ± 0.06	99.95 ± 0.05
ViT-Base	Granularity	No	99.46 ± 0.06	99.51 ± 0.11	99.49 ± 0.03
ViT-Base	Granularity	Yes	99.83 ± 0.04	99.81 ± 0.02	99.82 ± 0.01
CNXT-T	Cell Size	Big	84.92 ± 0.64	85.43 ± 1.29	85.17 ± 0.45
CNXT-T	Cell Size	Small	82.09 ± 1.14	81.46 ± 1.16	81.76 ± 0.37
CNXT-T	Cell Shape	Irregular	85.71 ± 1.11	87.33 ± 0.46	86.51 ± 0.75
CNXT-T	Cell Shape	Round	96.28 ± 0.14	95.75 ± 0.37	96.01 ± 0.25
CNXT-T	Nucleus Shape	Irregular	63.15 ± 2.42	63.38 ± 7.48	63.15 ± 4.57
CNXT-T	Nucleus Shape	Segmented-Bilobed	75.91 ± 2.21	81.92 ± 1.84	78.78 ± 1.56
CNXT-T	Nucleus Shape	Segmented-Multilobed	72.04 ± 1.52	64.51 ± 4.39	68.01 ± 2.76
CNXT-T	Nucleus Shape	Unsegmented-Band	87.13 ± 2.24	85.48 ± 1.02	86.27 ± 0.64
CNXT-T	Nucleus Shape	Unsegmented-Indented	87.44 ± 1.94	81.57 ± 1.36	84.38 ± 0.47
CNXT-T	Nucleus Shape	Unsegmented-Round	85.38 ± 1.29	89.18 ± 0.80	87.23 ± 0.50
CNXT-T	NC Ratio	High	94.70 ± 0.79	92.00 ± 0.49	93.33 ± 0.61
CNXT-T	NC Ratio	Low	98.90 ± 0.07	99.29 ± 0.11	99.10 ± 0.08
CNXT-T	Chromatin Density	Densely	97.39 ± 0.19	97.29 ± 0.28	97.34 ± 0.07
CNXT-T	Chromatin Density	Loosely	73.73 ± 1.50	74.45 ± 1.94	74.06 ± 0.58
CNXT-T	Cytoplasm Vacuole	No	98.05 ± 0.04	99.07 ± 0.10	98.55 ± 0.06
CNXT-T	Cytoplasm Vacuole	Yes	87.62 ± 1.19	77.01 ± 0.44	81.97 ± 0.73
CNXT-T	Cytoplasm Texture	Clear	98.10 ± 0.50	97.23 ± 0.49	97.66 ± 0.10
CNXT-T	Cytoplasm Texture	Frosted	89.76 ± 1.49	92.76 ± 1.97	91.21 ± 0.44
CNXT-T	Cytoplasm Color	Blue	85.26 ± 0.63	83.90 ± 1.58	84.57 ± 0.69
CNXT-T	Cytoplasm Color	Light Blue	99.28 ± 0.36	99.18 ± 0.07	99.23 ± 0.15
CNXT-T	Cytoplasm Color	Purple Blue	79.60 ± 0.80	81.76 ± 2.32	80.65 ± 0.81
CNXT-T	Granule Type	Coarse	98.76 ± 0.40	99.71 ± 0.00	99.24 ± 0.20
CNXT-T	Granule Type	Nil	99.59 ± 0.07	99.55 ± 0.07	99.57 ± 0.06
CNXT-T	Granule Type	Round	99.89 ± 0.00	99.96 ± 0.06	99.93 ± 0.03
CNXT-T	Granule Type	Small	99.70 ± 0.09	99.34 ± 0.14	99.52 ± 0.07
CNXT-T	Granule Color	Nil	99.63 ± 0.00	99.59 ± 0.13	99.61 ± 0.07
CNXT-T	Granule Color	Pink	98.43 ± 0.05	99.60 ± 0.19	99.01 ± 0.10
CNXT-T	Granule Color	Purple	98.81 ± 0.63	95.81 ± 0.14	97.29 ± 0.37
CNXT-T	Granule Color	Red	100.00 ± 0.00	100.00 ± 0.00	100.00 ± 0.00
CNXT-T	Granularity	No	99.55 ± 0.13	99.59 ± 0.07	99.57 ± 0.06
CNXT-T	Granularity	Yes	99.85 ± 0.02	99.84 ± 0.05	99.85 ± 0.02