Upload 2 files

.gitattributes

@@ -32,3 +32,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+all_process filter=lfs diff=lfs merge=lfs -text

all_process

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5fb7173d2fabcddd463c9b778929858480166104c285818eb02a03aa3b7148dd
+size 4719686

app.py

@@ -0,0 +1,48 @@
+import streamlit as st
+import pandas as pd
+import numpy as np
+import joblib
+
+with open('all_process', 'rb') as file_1:
+  all_process= joblib.load(file_1)
+
+
+
+battery_power = st.slider('Masukan Jenis Batre (Dalam Mha)',501, 1998, step=1)
+px_height =  st.slider('Masukan Panjang',500, 1960)
+px_width =  st.slider('Masukan Lebar',500, 1998)
+ram = st.slider('Masukan Jumlah Ram:',256, 3998)
+four_g = st.radio('Masukan 4G 1=ya, 0=tidak',(1,0))
+touch_screen = st.radio('Masukan Touch Screen? 1=ya, 0=tidak',(1,0))
+dual_sim = st.radio('Masukan Dual Sim? 1=ya, 0=tidak',(1,0))
+n_cores = st.radio('Masukan Jumlah Core?',(2, 3, 5, 6, 1, 8, 4, 7))
+primary_camera = st.radio('Masukan Pixel Camera Belakang',(4, 11, 16, 21,  2))
+front_camera = st.radio('Masukan Pexel Camera Depan',(4, 11, 16, 20,  2))
+
+
+
+if st.button('Predict'):
+
+    data_inf = pd.DataFrame({'battery_power' : battery_power, 
+                             'px_height' : px_height, 
+                             'px_width' : px_width, 'ram':ram,
+                             'four_g' : four_g, 
+                             'touch_screen' : touch_screen, 
+                             'dual_sim' : dual_sim, 
+                             'n_cores' : n_cores, 
+                             'primary_camera' : primary_camera,
+                             'front_camera' : front_camera},index=[0])
+    hasil = all_process.predict(data_inf)
+    if hasil == 0 :
+        pred = 'Low Cost'
+        st.write(pred)
+    elif hasil == 1 :
+        pred = 'Medium Cost'
+        st.write(pred)
+    elif hasil == 2 :
+        pred = 'High cost'
+        st.write(pred)
+    else :
+            pred = 'Very High Cost'
+            st.write(pred)
+