feat: change predictor model to RandomForestClassifier

app/factory_predictor.py

@@ -1,11 +1,11 @@
 import pandas as pd
-from sklearn.linear_model import LogisticRegression
+from sklearn.ensemble import RandomForestClassifier
 from sklearn.preprocessing import LabelEncoder
 from sklearn.metrics import accuracy_score
 
 class FactoryPredictor:
     def __init__(self):
-        self.model = LogisticRegression()
+        self.model = RandomForestClassifier()
         self.le_diagnosis = LabelEncoder()
         self.temperature = 0
         self.pressure = 0