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tabula_sapiens_Lung

Joblib
popV
biology
genomics
single-cell
anndata_version:0.11.3
python_version:3.11.11
tissue: Lung
Model card Files Community
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@@ -32,79 +32,79 @@ computed on a 10% random subset of the data that was not used for training.
32
 
33
  | Cell Type | N cells | celltypist | knn bbknn | knn harmony | knn on scvi | onclass | scanvi | svm | xgboost | Consensus Prediction |
34
  | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |
35
- | macrophage | 1630 | 0.96 | 0.97 | 0.98 | 0.98 | 0.00 | 0.95 | 0.97 | 0.95 | 0.98 |
36
- | pulmonary alveolar type 2 cell | 1138 | 0.97 | 0.97 | 0.98 | 0.98 | 0.00 | 0.96 | 0.98 | 0.97 | 0.98 |
37
- | capillary endothelial cell | 701 | 0.97 | 0.95 | 0.97 | 0.97 | 0.00 | 0.97 | 0.96 | 0.96 | 0.98 |
38
- | basal cell | 403 | 0.92 | 0.91 | 0.94 | 0.94 | 0.00 | 0.91 | 0.94 | 0.94 | 0.95 |
39
- | pulmonary alveolar type 1 cell | 301 | 0.99 | 0.98 | 0.97 | 0.98 | 0.00 | 0.98 | 0.99 | 0.98 | 0.99 |
40
- | intermediate monocyte | 272 | 0.64 | 0.63 | 0.69 | 0.67 | 0.00 | 0.59 | 0.78 | 0.82 | 0.78 |
41
- | CD4-positive, alpha-beta T cell | 213 | 0.88 | 0.89 | 0.86 | 0.83 | 0.00 | 0.89 | 0.88 | 0.88 | 0.90 |
42
- | CD8-positive, alpha-beta T cell | 206 | 0.85 | 0.86 | 0.81 | 0.77 | 0.00 | 0.85 | 0.84 | 0.86 | 0.88 |
43
- | endothelial cell of artery | 165 | 0.79 | 0.80 | 0.82 | 0.81 | 0.00 | 0.81 | 0.72 | 0.79 | 0.84 |
44
- | club cell | 173 | 0.79 | 0.82 | 0.86 | 0.84 | 0.00 | 0.76 | 0.85 | 0.83 | 0.87 |
45
- | classical monocyte | 153 | 0.57 | 0.57 | 0.63 | 0.60 | 0.00 | 0.66 | 0.71 | 0.88 | 0.77 |
46
- | vein endothelial cell | 143 | 0.80 | 0.80 | 0.83 | 0.84 | 0.00 | 0.82 | 0.79 | 0.85 | 0.87 |
47
- | basophil | 147 | 0.98 | 0.98 | 0.99 | 0.98 | 0.00 | 0.98 | 0.98 | 1.00 | 0.99 |
48
- | lung ciliated cell | 136 | 0.97 | 0.99 | 0.99 | 0.97 | 0.00 | 0.97 | 0.99 | 0.98 | 0.99 |
49
- | alveolar adventitial fibroblast | 120 | 0.84 | 0.87 | 0.83 | 0.92 | 0.00 | 0.92 | 0.90 | 0.91 | 0.92 |
50
- | respiratory goblet cell | 109 | 0.77 | 0.82 | 0.84 | 0.81 | 0.00 | 0.75 | 0.83 | 0.82 | 0.83 |
51
- | natural killer cell | 104 | 0.86 | 0.89 | 0.86 | 0.87 | 0.00 | 0.90 | 0.89 | 0.86 | 0.90 |
52
- | pericyte | 82 | 0.78 | 0.89 | 0.91 | 0.94 | 0.00 | 0.89 | 0.92 | 0.91 | 0.93 |
53
- | B cell | 69 | 0.99 | 0.99 | 0.99 | 0.96 | 0.00 | 0.97 | 0.97 | 0.97 | 0.98 |
54
- | adventitial cell | 59 | 0.81 | 0.82 | 0.75 | 0.89 | 0.00 | 0.82 | 0.84 | 0.87 | 0.87 |
55
- | non-classical monocyte | 55 | 0.34 | 0.14 | 0.36 | 0.14 | 0.00 | 0.40 | 0.51 | 0.82 | 0.53 |
56
- | monocyte | 50 | 0.37 | 0.20 | 0.44 | 0.31 | 0.00 | 0.42 | 0.47 | 0.72 | 0.51 |
57
- | neutrophil | 39 | 0.96 | 0.97 | 0.94 | 0.99 | 0.00 | 0.97 | 0.96 | 0.87 | 0.97 |
58
- | endothelial cell of lymphatic vessel | 28 | 0.95 | 0.98 | 0.98 | 0.97 | 0.00 | 0.93 | 0.98 | 0.97 | 0.98 |
59
- | bronchial smooth muscle cell | 25 | 0.00 | 0.56 | 0.64 | 0.33 | 0.00 | 0.71 | 0.69 | 0.74 | 0.69 |
60
- | mature NK T cell | 27 | 0.00 | 0.14 | 0.32 | 0.24 | 0.00 | 0.50 | 0.58 | 0.35 | 0.42 |
61
- | plasma cell | 12 | 0.71 | 0.74 | 0.87 | 0.92 | 0.00 | 0.89 | 0.92 | 0.96 | 0.92 |
62
- | vascular associated smooth muscle cell | 14 | 0.00 | 0.57 | 0.58 | 0.65 | 0.00 | 0.68 | 0.90 | 0.67 | 0.80 |
63
- | myeloid dendritic cell | 6 | 0.00 | 0.00 | 0.73 | 0.91 | 0.00 | 0.77 | 0.91 | 0.92 | 0.80 |
64
- | pulmonary ionocyte | 1 | 0.00 | 0.00 | 1.00 | 0.00 | 0.00 | 0.67 | 1.00 | 1.00 | 1.00 |
65
- | plasmacytoid dendritic cell | 1 | 0.00 | 0.00 | 0.00 | 0.67 | 0.00 | 0.50 | 1.00 | 1.00 | 1.00 |
66
- | mesothelial cell | 1 | 0.00 | 0.50 | 0.50 | 0.50 | 0.00 | 0.29 | 0.33 | 0.50 | 0.50 |
67
- | serous cell of epithelium of bronchus | 2 | 0.00 | 0.00 | 0.00 | 0.67 | 0.00 | 0.25 | 0.80 | 0.67 | 0.00 |
68
  | mast cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
69
 
70
  The train accuracies are computed on the training data.
71
 
72
  | Cell Type | N cells | celltypist | knn bbknn | knn harmony | knn on scvi | onclass | scanvi | svm | xgboost | Consensus Prediction |
73
  | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |
74
- | macrophage | 14856 | 0.96 | 0.98 | 0.98 | 0.98 | 0.00 | 0.95 | 0.97 | 0.95 | 0.98 |
75
- | pulmonary alveolar type 2 cell | 10456 | 0.97 | 0.97 | 0.99 | 0.98 | 0.00 | 0.95 | 0.98 | 0.97 | 0.98 |
76
- | capillary endothelial cell | 6542 | 0.97 | 0.95 | 0.98 | 0.98 | 0.00 | 0.96 | 0.96 | 0.96 | 0.98 |
77
- | basal cell | 3612 | 0.93 | 0.93 | 0.97 | 0.96 | 0.00 | 0.93 | 0.96 | 0.95 | 0.97 |
78
- | pulmonary alveolar type 1 cell | 2815 | 0.97 | 0.98 | 0.98 | 0.98 | 0.00 | 0.98 | 0.98 | 0.97 | 0.98 |
79
- | intermediate monocyte | 2513 | 0.64 | 0.62 | 0.78 | 0.78 | 0.00 | 0.64 | 0.82 | 0.86 | 0.84 |
80
- | CD4-positive, alpha-beta T cell | 1911 | 0.88 | 0.87 | 0.90 | 0.88 | 0.00 | 0.89 | 0.91 | 0.92 | 0.93 |
81
- | CD8-positive, alpha-beta T cell | 1692 | 0.85 | 0.83 | 0.87 | 0.84 | 0.00 | 0.86 | 0.88 | 0.90 | 0.91 |
82
- | endothelial cell of artery | 1589 | 0.79 | 0.80 | 0.86 | 0.84 | 0.00 | 0.81 | 0.82 | 0.83 | 0.86 |
83
- | club cell | 1574 | 0.83 | 0.82 | 0.92 | 0.89 | 0.00 | 0.77 | 0.88 | 0.87 | 0.91 |
84
- | classical monocyte | 1416 | 0.60 | 0.57 | 0.71 | 0.72 | 0.00 | 0.71 | 0.82 | 0.92 | 0.84 |
85
- | vein endothelial cell | 1193 | 0.82 | 0.81 | 0.88 | 0.87 | 0.00 | 0.85 | 0.86 | 0.88 | 0.88 |
86
- | basophil | 1175 | 0.98 | 0.98 | 0.99 | 0.99 | 0.00 | 0.98 | 0.99 | 0.98 | 0.99 |
87
- | lung ciliated cell | 1073 | 0.96 | 0.97 | 0.99 | 0.99 | 0.00 | 0.96 | 0.98 | 0.98 | 0.98 |
88
- | alveolar adventitial fibroblast | 993 | 0.87 | 0.85 | 0.89 | 0.94 | 0.00 | 0.94 | 0.97 | 0.97 | 0.96 |
89
- | respiratory goblet cell | 931 | 0.81 | 0.86 | 0.90 | 0.89 | 0.00 | 0.80 | 0.89 | 0.88 | 0.91 |
90
- | natural killer cell | 915 | 0.91 | 0.92 | 0.92 | 0.90 | 0.00 | 0.94 | 0.96 | 0.96 | 0.96 |
91
- | pericyte | 657 | 0.79 | 0.88 | 0.94 | 0.94 | 0.00 | 0.96 | 0.98 | 0.98 | 0.98 |
92
- | B cell | 594 | 0.98 | 0.97 | 0.98 | 0.99 | 0.00 | 0.99 | 0.99 | 0.98 | 0.99 |
93
- | adventitial cell | 522 | 0.81 | 0.80 | 0.83 | 0.90 | 0.00 | 0.90 | 0.96 | 0.96 | 0.94 |
94
- | non-classical monocyte | 472 | 0.26 | 0.08 | 0.36 | 0.31 | 0.00 | 0.51 | 0.70 | 0.84 | 0.66 |
95
- | monocyte | 456 | 0.40 | 0.21 | 0.54 | 0.54 | 0.00 | 0.54 | 0.76 | 0.83 | 0.79 |
96
- | neutrophil | 332 | 0.96 | 0.95 | 0.97 | 0.95 | 0.00 | 0.96 | 0.98 | 0.93 | 0.98 |
97
- | endothelial cell of lymphatic vessel | 287 | 0.96 | 0.98 | 0.98 | 0.97 | 0.00 | 0.95 | 0.99 | 0.99 | 0.98 |
98
- | bronchial smooth muscle cell | 195 | 0.00 | 0.56 | 0.74 | 0.66 | 0.00 | 0.86 | 0.90 | 0.94 | 0.94 |
99
- | mature NK T cell | 136 | 0.00 | 0.14 | 0.50 | 0.29 | 0.00 | 0.68 | 0.79 | 0.86 | 0.88 |
100
- | plasma cell | 136 | 0.67 | 0.80 | 0.95 | 0.94 | 0.00 | 0.95 | 0.98 | 0.94 | 0.96 |
101
- | vascular associated smooth muscle cell | 117 | 0.00 | 0.47 | 0.72 | 0.66 | 0.00 | 0.82 | 0.98 | 0.98 | 0.96 |
102
- | myeloid dendritic cell | 27 | 0.00 | 0.06 | 0.84 | 0.83 | 0.00 | 0.44 | 0.95 | 0.93 | 0.93 |
103
- | pulmonary ionocyte | 24 | 0.00 | 0.78 | 0.98 | 0.84 | 0.00 | 0.83 | 0.94 | 0.96 | 0.98 |
104
- | plasmacytoid dendritic cell | 18 | 0.00 | 0.00 | 1.00 | 0.92 | 0.00 | 0.92 | 1.00 | 1.00 | 1.00 |
105
- | mesothelial cell | 17 | 0.00 | 0.83 | 0.81 | 0.79 | 0.00 | 0.42 | 0.87 | 0.92 | 0.83 |
106
- | serous cell of epithelium of bronchus | 13 | 0.00 | 0.27 | 0.60 | 0.53 | 0.00 | 0.55 | 0.93 | 0.96 | 0.70 |
107
- | mast cell | 3 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.60 | 1.00 | 1.00 | 0.50 |
108
 
109
  </details>
110
 
 
32
 
33
  | Cell Type | N cells | celltypist | knn bbknn | knn harmony | knn on scvi | onclass | scanvi | svm | xgboost | Consensus Prediction |
34
  | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |
35
+ | macrophage | 1632 | 0.96 | 0.97 | 0.98 | 0.98 | 0.00 | 0.94 | 0.96 | 0.96 | 0.98 |
36
+ | pulmonary alveolar type 2 cell | 1146 | 0.97 | 0.97 | 0.98 | 0.98 | 0.00 | 0.97 | 0.97 | 0.97 | 0.98 |
37
+ | capillary endothelial cell | 698 | 0.97 | 0.95 | 0.98 | 0.97 | 0.00 | 0.97 | 0.96 | 0.96 | 0.97 |
38
+ | basal cell | 411 | 0.92 | 0.93 | 0.94 | 0.93 | 0.00 | 0.94 | 0.93 | 0.93 | 0.95 |
39
+ | pulmonary alveolar type 1 cell | 302 | 0.98 | 0.99 | 0.98 | 0.98 | 0.00 | 0.98 | 0.99 | 0.98 | 0.99 |
40
+ | intermediate monocyte | 278 | 0.64 | 0.62 | 0.67 | 0.69 | 0.00 | 0.54 | 0.77 | 0.84 | 0.77 |
41
+ | CD4-positive, alpha-beta T cell | 206 | 0.87 | 0.89 | 0.85 | 0.85 | 0.00 | 0.89 | 0.88 | 0.90 | 0.91 |
42
+ | CD8-positive, alpha-beta T cell | 201 | 0.85 | 0.86 | 0.78 | 0.80 | 0.00 | 0.88 | 0.83 | 0.87 | 0.87 |
43
+ | endothelial cell of artery | 158 | 0.79 | 0.78 | 0.84 | 0.75 | 0.00 | 0.81 | 0.77 | 0.79 | 0.82 |
44
+ | club cell | 181 | 0.82 | 0.82 | 0.85 | 0.83 | 0.00 | 0.83 | 0.85 | 0.83 | 0.87 |
45
+ | classical monocyte | 154 | 0.58 | 0.57 | 0.61 | 0.61 | 0.00 | 0.57 | 0.73 | 0.89 | 0.74 |
46
+ | vein endothelial cell | 142 | 0.81 | 0.80 | 0.87 | 0.79 | 0.00 | 0.84 | 0.81 | 0.84 | 0.85 |
47
+ | basophil | 145 | 0.97 | 0.99 | 0.99 | 1.00 | 0.00 | 0.99 | 0.99 | 0.98 | 0.99 |
48
+ | lung ciliated cell | 134 | 0.97 | 0.99 | 0.99 | 0.99 | 0.00 | 0.96 | 0.98 | 0.98 | 0.98 |
49
+ | alveolar adventitial fibroblast | 117 | 0.85 | 0.86 | 0.86 | 0.90 | 0.00 | 0.90 | 0.91 | 0.91 | 0.94 |
50
+ | respiratory goblet cell | 107 | 0.76 | 0.82 | 0.83 | 0.80 | 0.00 | 0.84 | 0.83 | 0.83 | 0.84 |
51
+ | natural killer cell | 104 | 0.87 | 0.88 | 0.87 | 0.85 | 0.00 | 0.90 | 0.87 | 0.89 | 0.90 |
52
+ | pericyte | 76 | 0.79 | 0.86 | 0.88 | 0.89 | 0.00 | 0.90 | 0.90 | 0.92 | 0.92 |
53
+ | B cell | 67 | 0.98 | 0.98 | 0.98 | 0.99 | 0.00 | 0.98 | 0.98 | 0.98 | 0.99 |
54
+ | adventitial cell | 61 | 0.68 | 0.83 | 0.81 | 0.85 | 0.00 | 0.85 | 0.87 | 0.88 | 0.90 |
55
+ | non-classical monocyte | 55 | 0.32 | 0.11 | 0.34 | 0.06 | 0.00 | 0.36 | 0.56 | 0.77 | 0.55 |
56
+ | monocyte | 51 | 0.42 | 0.33 | 0.38 | 0.46 | 0.00 | 0.32 | 0.48 | 0.72 | 0.58 |
57
+ | neutrophil | 35 | 0.92 | 0.97 | 0.94 | 0.94 | 0.00 | 0.96 | 0.97 | 0.89 | 0.96 |
58
+ | endothelial cell of lymphatic vessel | 32 | 0.96 | 0.97 | 0.92 | 0.96 | 0.00 | 0.94 | 0.97 | 0.97 | 0.98 |
59
+ | bronchial smooth muscle cell | 24 | 0.49 | 0.48 | 0.69 | 0.51 | 0.00 | 0.54 | 0.64 | 0.78 | 0.73 |
60
+ | mature NK T cell | 27 | 0.00 | 0.25 | 0.31 | 0.21 | 0.00 | 0.56 | 0.48 | 0.51 | 0.45 |
61
+ | plasma cell | 12 | 0.87 | 0.85 | 0.92 | 0.96 | 0.00 | 0.92 | 0.89 | 0.92 | 0.96 |
62
+ | vascular associated smooth muscle cell | 18 | 0.53 | 0.52 | 0.47 | 0.64 | 0.00 | 0.79 | 0.76 | 0.75 | 0.73 |
63
+ | myeloid dendritic cell | 6 | 0.00 | 0.00 | 0.83 | 0.80 | 0.00 | 0.77 | 0.67 | 0.92 | 0.91 |
64
+ | pulmonary ionocyte | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.50 | 1.00 | 1.00 | 0.00 |
65
+ | plasmacytoid dendritic cell | 1 | 0.00 | 0.00 | 1.00 | 0.67 | 0.00 | 0.40 | 1.00 | 1.00 | 1.00 |
66
+ | mesothelial cell | 1 | 0.00 | 0.50 | 0.50 | 0.50 | 0.00 | 0.40 | 0.40 | 0.50 | 0.50 |
67
+ | serous cell of epithelium of bronchus | 2 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.40 | 0.80 | 1.00 | 0.00 |
68
  | mast cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
69
 
70
  The train accuracies are computed on the training data.
71
 
72
  | Cell Type | N cells | celltypist | knn bbknn | knn harmony | knn on scvi | onclass | scanvi | svm | xgboost | Consensus Prediction |
73
  | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |
74
+ | macrophage | 14854 | 0.96 | 0.98 | 0.98 | 0.98 | 0.00 | 0.94 | 0.96 | 0.96 | 0.98 |
75
+ | pulmonary alveolar type 2 cell | 10448 | 0.97 | 0.97 | 0.99 | 0.98 | 0.00 | 0.97 | 0.97 | 0.97 | 0.98 |
76
+ | capillary endothelial cell | 6545 | 0.97 | 0.96 | 0.98 | 0.98 | 0.00 | 0.97 | 0.96 | 0.96 | 0.98 |
77
+ | basal cell | 3604 | 0.92 | 0.94 | 0.96 | 0.96 | 0.00 | 0.94 | 0.95 | 0.95 | 0.97 |
78
+ | pulmonary alveolar type 1 cell | 2814 | 0.98 | 0.97 | 0.98 | 0.98 | 0.00 | 0.97 | 0.98 | 0.97 | 0.98 |
79
+ | intermediate monocyte | 2507 | 0.62 | 0.62 | 0.78 | 0.78 | 0.00 | 0.63 | 0.81 | 0.87 | 0.83 |
80
+ | CD4-positive, alpha-beta T cell | 1918 | 0.87 | 0.87 | 0.90 | 0.90 | 0.00 | 0.91 | 0.90 | 0.92 | 0.93 |
81
+ | CD8-positive, alpha-beta T cell | 1697 | 0.85 | 0.83 | 0.87 | 0.87 | 0.00 | 0.89 | 0.87 | 0.90 | 0.91 |
82
+ | endothelial cell of artery | 1596 | 0.78 | 0.79 | 0.86 | 0.85 | 0.00 | 0.82 | 0.82 | 0.83 | 0.86 |
83
+ | club cell | 1566 | 0.82 | 0.82 | 0.91 | 0.90 | 0.00 | 0.86 | 0.88 | 0.86 | 0.91 |
84
+ | classical monocyte | 1415 | 0.60 | 0.56 | 0.72 | 0.71 | 0.00 | 0.71 | 0.81 | 0.93 | 0.84 |
85
+ | vein endothelial cell | 1194 | 0.81 | 0.81 | 0.88 | 0.86 | 0.00 | 0.85 | 0.86 | 0.89 | 0.88 |
86
+ | basophil | 1177 | 0.97 | 0.98 | 0.99 | 0.99 | 0.00 | 0.98 | 0.98 | 0.98 | 0.98 |
87
+ | lung ciliated cell | 1075 | 0.96 | 0.97 | 0.99 | 0.99 | 0.00 | 0.95 | 0.98 | 0.98 | 0.98 |
88
+ | alveolar adventitial fibroblast | 996 | 0.87 | 0.85 | 0.89 | 0.94 | 0.00 | 0.93 | 0.96 | 0.97 | 0.96 |
89
+ | respiratory goblet cell | 933 | 0.80 | 0.86 | 0.89 | 0.89 | 0.00 | 0.87 | 0.88 | 0.88 | 0.91 |
90
+ | natural killer cell | 915 | 0.90 | 0.91 | 0.93 | 0.93 | 0.00 | 0.94 | 0.95 | 0.96 | 0.96 |
91
+ | pericyte | 663 | 0.78 | 0.89 | 0.94 | 0.92 | 0.00 | 0.95 | 0.98 | 0.98 | 0.97 |
92
+ | B cell | 596 | 0.98 | 0.97 | 0.98 | 0.98 | 0.00 | 0.98 | 0.99 | 0.98 | 0.99 |
93
+ | adventitial cell | 520 | 0.75 | 0.80 | 0.83 | 0.91 | 0.00 | 0.91 | 0.95 | 0.96 | 0.95 |
94
+ | non-classical monocyte | 472 | 0.26 | 0.08 | 0.34 | 0.30 | 0.00 | 0.45 | 0.71 | 0.80 | 0.68 |
95
+ | monocyte | 455 | 0.43 | 0.27 | 0.53 | 0.53 | 0.00 | 0.49 | 0.76 | 0.83 | 0.77 |
96
+ | neutrophil | 336 | 0.93 | 0.97 | 0.98 | 0.96 | 0.00 | 0.97 | 0.99 | 0.95 | 0.99 |
97
+ | endothelial cell of lymphatic vessel | 283 | 0.96 | 0.98 | 0.98 | 0.98 | 0.00 | 0.97 | 0.99 | 0.99 | 0.98 |
98
+ | bronchial smooth muscle cell | 196 | 0.50 | 0.55 | 0.77 | 0.60 | 0.00 | 0.80 | 0.91 | 0.95 | 0.91 |
99
+ | mature NK T cell | 136 | 0.00 | 0.15 | 0.53 | 0.40 | 0.00 | 0.70 | 0.83 | 0.91 | 0.91 |
100
+ | plasma cell | 136 | 0.81 | 0.83 | 0.95 | 0.94 | 0.00 | 0.94 | 0.97 | 0.94 | 0.98 |
101
+ | vascular associated smooth muscle cell | 113 | 0.48 | 0.50 | 0.75 | 0.61 | 0.00 | 0.83 | 0.95 | 0.95 | 0.94 |
102
+ | myeloid dendritic cell | 27 | 0.00 | 0.12 | 0.84 | 0.73 | 0.00 | 0.77 | 0.93 | 0.90 | 0.96 |
103
+ | pulmonary ionocyte | 24 | 0.00 | 0.89 | 0.98 | 0.88 | 0.00 | 0.79 | 0.96 | 0.94 | 0.96 |
104
+ | plasmacytoid dendritic cell | 18 | 0.00 | 0.00 | 0.95 | 0.95 | 0.00 | 0.86 | 0.97 | 0.97 | 0.97 |
105
+ | mesothelial cell | 17 | 0.00 | 0.79 | 0.81 | 0.77 | 0.00 | 0.60 | 0.92 | 0.87 | 0.83 |
106
+ | serous cell of epithelium of bronchus | 13 | 0.00 | 0.00 | 0.64 | 0.27 | 0.00 | 0.68 | 0.90 | 0.93 | 0.70 |
107
+ | mast cell | 3 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.29 | 1.00 | 0.86 | 0.50 |
108
 
109
  </details>
110