SibiTransRun 2025-10-13_18-32-30 — grid_base_ref_i035
Config
json
{
"tag": "grid_base_ref_i035",
"layers": [
563,
282
],
"dropouts": [
0.15000000000000002,
0.25
],
"input_dropout": 0.0,
"activation": "relu",
"optimizer": "adam",
"lr": 0.001,
"epochs": 80,
"batch": 128,
"use_smote": true,
"test_size": 0.15,
"val_size": 0.15,
"early_stop_patience": 12,
"reduce_lr": true,
"rlr_factor": 0.5,
"rlr_patience": 6,
"rlr_min_lr": 1e-06,
"tflite_base": "keypoint_classifier",
"keras_name": "keypoint_classifier.keras"
}
Results
- Accuracy: 0.9676
- Macro F1 (macro avg): 0.9661
- Weighted F1 (weighted avg): 0.9676
- Test Loss: 0.1809
- Best Val Acc: 0.9799
- Min Val Loss: 0.1389
- Param Count: 190615
- Train Time (s): 60.6393
Training History
- Epochs: 74
- Last Train Acc: 0.9906
- Last Val Acc: 0.9781
Dataset (EDA)
- Jumlah kelas: 26
- Jumlah sampel: 13979
- Min per kelas: 356, Max per kelas: 689
- Imbalance ratio (max/min): 1.935
Plots
- curves:
\runs\grid_base_ref_i035\2025-10-13_18-32-30\plots\curves.png)
Artifacts
keypoint_classifier.keras:D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Hyperparameter\Dataset(500)\runs\grid_base_ref_i035\2025-10-13_18-32-30\artifacts\keypoint_classifier.keraskeypoint_classifier_float32.tflite:D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Hyperparameter\Dataset(500)\runs\grid_base_ref_i035\2025-10-13_18-32-30\artifacts\keypoint_classifier_float32.tflitekeypoint_classifier_int8_dynamic.tflite:D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Hyperparameter\Dataset(500)\runs\grid_base_ref_i035\2025-10-13_18-32-30\artifacts\keypoint_classifier_int8_dynamic.tflitelabel_map.json:D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Hyperparameter\Dataset(500)\runs\grid_base_ref_i035\2025-10-13_18-32-30\artifacts\label_map.json
Sumber Data
- Direktori:
D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Hyperparameter\Dataset(500)\runs\grid_base_ref_i035\2025-10-13_18-32-30 - README: ada