feat(src): add inference script for model evaluation

2025-06-24 14:08:38 +07:00
parent 459fbcc17a
commit 9921d7663b
1 changed files with 6 additions and 0 deletions
--- a/code/src/ml/inference.py
+++ b/code/src/ml/inference.py
@@ -0,0 +1,6 @@
+from src.ml.model_selection import inference_model
+
+model = {"SVM": "D:/thesis/models/sensor1/SVM.joblib", 
+         "SVM with PCA": "D:/thesis/models/sensor1/SVM with StandardScaler and PCA.joblib"}
+
+inference_model(model["SVM"], "D:/thesis/data/dataset_A/zzzAD2.TXT", column_question=1)