Commit
·
109c3cd
1
Parent(s):
0ed4676
Upload 2 files
Browse files- .gitattributes +1 -0
- all_process +3 -0
- app.py +48 -0
.gitattributes
CHANGED
@@ -32,3 +32,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
|
|
32 |
*.zip filter=lfs diff=lfs merge=lfs -text
|
33 |
*.zst filter=lfs diff=lfs merge=lfs -text
|
34 |
*tfevents* filter=lfs diff=lfs merge=lfs -text
|
|
|
|
32 |
*.zip filter=lfs diff=lfs merge=lfs -text
|
33 |
*.zst filter=lfs diff=lfs merge=lfs -text
|
34 |
*tfevents* filter=lfs diff=lfs merge=lfs -text
|
35 |
+
all_process filter=lfs diff=lfs merge=lfs -text
|
all_process
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:5fb7173d2fabcddd463c9b778929858480166104c285818eb02a03aa3b7148dd
|
3 |
+
size 4719686
|
app.py
ADDED
@@ -0,0 +1,48 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
import streamlit as st
|
2 |
+
import pandas as pd
|
3 |
+
import numpy as np
|
4 |
+
import joblib
|
5 |
+
|
6 |
+
with open('all_process', 'rb') as file_1:
|
7 |
+
all_process= joblib.load(file_1)
|
8 |
+
|
9 |
+
|
10 |
+
|
11 |
+
battery_power = st.slider('Masukan Jenis Batre (Dalam Mha)',501, 1998, step=1)
|
12 |
+
px_height = st.slider('Masukan Panjang',500, 1960)
|
13 |
+
px_width = st.slider('Masukan Lebar',500, 1998)
|
14 |
+
ram = st.slider('Masukan Jumlah Ram:',256, 3998)
|
15 |
+
four_g = st.radio('Masukan 4G 1=ya, 0=tidak',(1,0))
|
16 |
+
touch_screen = st.radio('Masukan Touch Screen? 1=ya, 0=tidak',(1,0))
|
17 |
+
dual_sim = st.radio('Masukan Dual Sim? 1=ya, 0=tidak',(1,0))
|
18 |
+
n_cores = st.radio('Masukan Jumlah Core?',(2, 3, 5, 6, 1, 8, 4, 7))
|
19 |
+
primary_camera = st.radio('Masukan Pixel Camera Belakang',(4, 11, 16, 21, 2))
|
20 |
+
front_camera = st.radio('Masukan Pexel Camera Depan',(4, 11, 16, 20, 2))
|
21 |
+
|
22 |
+
|
23 |
+
|
24 |
+
if st.button('Predict'):
|
25 |
+
|
26 |
+
data_inf = pd.DataFrame({'battery_power' : battery_power,
|
27 |
+
'px_height' : px_height,
|
28 |
+
'px_width' : px_width, 'ram':ram,
|
29 |
+
'four_g' : four_g,
|
30 |
+
'touch_screen' : touch_screen,
|
31 |
+
'dual_sim' : dual_sim,
|
32 |
+
'n_cores' : n_cores,
|
33 |
+
'primary_camera' : primary_camera,
|
34 |
+
'front_camera' : front_camera},index=[0])
|
35 |
+
hasil = all_process.predict(data_inf)
|
36 |
+
if hasil == 0 :
|
37 |
+
pred = 'Low Cost'
|
38 |
+
st.write(pred)
|
39 |
+
elif hasil == 1 :
|
40 |
+
pred = 'Medium Cost'
|
41 |
+
st.write(pred)
|
42 |
+
elif hasil == 2 :
|
43 |
+
pred = 'High cost'
|
44 |
+
st.write(pred)
|
45 |
+
else :
|
46 |
+
pred = 'Very High Cost'
|
47 |
+
st.write(pred)
|
48 |
+
|