Update app.py

app.py

@@ -12,9 +12,9 @@ def load_model():
 
     # Backward-compatible defaults if old pickle didn't include bounds
     feature_mins = bundle.get("feature_mins", {
-        "Attendance": 70, "StudyHours": 1, "ParentalSupport": 1, "SleepHours": 5,
-        "ReadingHours": 0, "BehaviorScore": 1, "PretestScore": 0,
-        "HomeworkCompletion": 0, "Participation": 1
+        "Attendance": 0, "StudyHours": 0, "ParentalSupport": 0, "SleepHours": 0,
+        "ReadingHours": 0, "BehaviorScore": 0, "PretestScore": 0,
+        "HomeworkCompletion": 0, "Participation": 0
     })
     feature_maxs = bundle.get("feature_maxs", {
         "Attendance": 100, "StudyHours": 20, "ParentalSupport": 5, "SleepHours": 12,
@@ -51,17 +51,17 @@ def predict_fn(attendance, study_hours, parent_support, sleep_hours, reading_hou
 with gr.Blocks() as iface:
     gr.Markdown("# Student Score Predictor (Pickle Model)")
     with gr.Row():
-        attendance = gr.Slider(70, 100, value=90, step=1, label="Attendance (%)")
-        study_hours = gr.Slider(1, 20, value=5, step=1, label="Study Hours / week")
-        parent_support = gr.Slider(1, 5, value=3, step=1, label="Parental Support (1-5)")
+        attendance = gr.Slider(0, 100, value=90, step=1, label="Attendance (%)")
+        study_hours = gr.Slider(0, 20, value=5, step=1, label="Study Hours / week")
+        parent_support = gr.Slider(0, 5, value=3, step=1, label="Parental Support (1-5)")
     with gr.Row():
-        sleep_hours = gr.Slider(5, 12, value=8, step=1, label="Sleep Hours / night")
+        sleep_hours = gr.Slider(0, 12, value=8, step=1, label="Sleep Hours / night")
         reading_hours = gr.Slider(0, 20, value=2, step=1, label="Reading Hours / week")
-        behavior_score = gr.Slider(1, 10, value=7, step=1, label="Behavior Score (1-10)")
+        behavior_score = gr.Slider(0, 10, value=7, step=1, label="Behavior Score (1-10)")
     with gr.Row():
         pretest_score = gr.Slider(0, 100, value=70, step=1, label="Pretest Score")
         homework_completion = gr.Slider(0, 100, value=85, step=1, label="Homework Completion (%)")
-        participation = gr.Slider(1, 10, value=6, step=1, label="Participation (1-10)")
+        participation = gr.Slider(0, 10, value=6, step=1, label="Participation (1-10)")
 
     out = gr.JSON(label="Predicted Scores")
     gr.Button("Predict").click(