Download classification_report_v2.txt from OSAS-AI-Lab/EfficientNetV2-M-75: direct link, hf CLI and curl.
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https://huggingface.co/OSAS-AI-Lab/EfficientNetV2-M-75/resolve/main/classification_report_v2.txt
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2.34 kB
| KẾT QUẢ ĐÁNH GIÁ TRÊN TEST SET (v2) | |
| Accuracy : 0.9646 | |
| F1-score Macro : 0.9640 | |
| F1-score Weighted: 0.9646 | |
| precision recall f1-score support | |
| Astrocytoma T1 0.9667 0.9831 0.9748 59 | |
| Astrocytoma T1C+ 0.8857 0.9394 0.9118 66 | |
| Astrocytoma T2 0.9524 0.9524 0.9524 42 | |
| Ependymoma T1 0.9756 0.8511 0.9091 47 | |
| Ependymoma T1C+ 1.0000 0.9464 0.9725 56 | |
| Ependymoma T2 0.8947 0.9808 0.9358 52 | |
| Glioma T1 0.9737 0.9487 0.9610 78 | |
| Glioma T1C+ 0.9524 0.9639 0.9581 83 | |
| Glioma T2 0.9825 0.9180 0.9492 61 | |
| Hemangiopericytoma T1 1.0000 0.9615 0.9804 26 | |
| Hemangiopericytoma T1C+ 0.9787 1.0000 0.9892 46 | |
| Hemangiopericytoma T2 1.0000 1.0000 1.0000 18 | |
| Meningioma T1 0.9688 0.9688 0.9688 96 | |
| Meningioma T1C+ 0.9799 0.9932 0.9865 147 | |
| Meningioma T2 0.9286 0.9420 0.9353 69 | |
| Neurocytoma T1 1.0000 1.0000 1.0000 29 | |
| Neurocytoma T1C+ 1.0000 0.9474 0.9730 38 | |
| Neurocytoma T2 1.0000 1.0000 1.0000 26 | |
| Normal T1 1.0000 0.9516 0.9752 62 | |
| Normal T1C+ 0.9302 1.0000 0.9639 40 | |
| Normal T2 0.9048 1.0000 0.9500 57 | |
| Oligodendroglioma T1 1.0000 0.9697 0.9846 33 | |
| Oligodendroglioma T1C+ 0.9643 0.9310 0.9474 29 | |
| Oligodendroglioma T2 0.9500 0.9048 0.9268 21 | |
| Other T1 0.9672 0.9516 0.9593 62 | |
| Other T1C+ 1.0000 0.9735 0.9865 113 | |
| Other T2 0.9273 0.9444 0.9358 54 | |
| Schwannoma T1 0.9464 0.9815 0.9636 54 | |
| Schwannoma T1C+ 1.0000 1.0000 1.0000 84 | |
| Schwannoma T2 0.9583 0.9787 0.9684 47 | |
| accuracy 0.9646 1695 | |
| macro avg 0.9663 0.9628 0.9640 1695 | |
| weighted avg 0.9657 0.9646 0.9646 1695 | |