{ "phase": "phase3", "arch": "beit_base_patch16_224", "n_cls": 2, "val_acc": 99.171362280411, "val_f1": 0.9917143148008006, "test_acc": 99.20450778919457, "test_prec": 99.2114012400254, "test_rec": 99.20450778919457, "test_f1": 99.20442123963532, "n_samples": 3017, "per_class": { "precision": [ 0.9979619565217391, 0.9864077669902913 ], "recall": [ 0.9859060402684564, 0.9980353634577603 ], "f1": [ 0.9918973666441594, 0.9921875 ] }, "history": { "train_loss": [ 0.04148972299210205, 0.023008230235991026, 0.007509612811074369, 0.006606755819947473, 0.007364690767418526, 0.008105830502361145, 0.00853216911267773, 0.007778001520228562, 0.007207135430862784, 0.006871166417525398, 0.010033435681718276, 0.008753918662461668, 0.0079360049034407, 0.007462364386989734, 0.007323539579597278 ], "val_loss": [ 0.03518350864181781, 0.011509825749632082, 0.007501569940277336, 0.006232584486007048, 0.0058657167967745985, 0.006171068329506677, 0.005873652757106878, 0.006555959094596059, 0.005847169698781235, 0.005777758832253518, 0.007842943838105732, 0.006842471800101221, 0.005023815518670787, 0.00490799518640872, 0.0053790473110401525 ], "train_acc": [ 65.60868484296014, 89.81519847518024, 97.8412198558051, 98.42960139222673, 99.02212646059502, 98.98483467307533, 99.01383939670175, 99.19615480235353, 99.22930305792657, 99.24173365376647, 98.81080633131681, 99.19615480235353, 99.17129361067374, 99.20029833430016, 99.28316897323279 ], "val_acc": [ 77.49419953596288, 97.08319522704673, 97.77925091150149, 98.54159761352336, 98.21014252568777, 98.93934371892608, 98.87305270135897, 98.90619821014252, 99.10507126284388, 99.171362280411, 98.54159761352336, 98.74047066622472, 99.13821677162744, 99.07192575406033, 98.70732515744116 ] } }