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5821118 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 | 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
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