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