Delete app1.py
Browse files
app1.py
DELETED
|
@@ -1,85 +0,0 @@
|
|
| 1 |
-
import joblib
|
| 2 |
-
import pandas as pd
|
| 3 |
-
import streamlit as st
|
| 4 |
-
|
| 5 |
-
model = joblib.load('model.joblib')
|
| 6 |
-
unique_values = joblib.load('unique_values.joblib')
|
| 7 |
-
|
| 8 |
-
unique_sex = unique_values["sex"]
|
| 9 |
-
unique_country = unique_values["country"]
|
| 10 |
-
unique_returning = unique_values["returning"]
|
| 11 |
-
unique_GImg1 = unique_values["GImg1"]
|
| 12 |
-
unique_GImg2 = unique_values["GImg2"]
|
| 13 |
-
unique_GImg3 = unique_values["GImg3"]
|
| 14 |
-
unique_PImg1 = unique_values["PImg1"]
|
| 15 |
-
unique_PImg2 = unique_values["PImg2"]
|
| 16 |
-
unique_PImg3 = unique_values["PImg3"]
|
| 17 |
-
unique_PImg4= unique_values["PImg4"]
|
| 18 |
-
unique_PImg5 = unique_values["PImg5"]
|
| 19 |
-
unique_TAudio1 = unique_values["TAudio1"]
|
| 20 |
-
unique_TAudio2 = unique_values["TAudio2"]
|
| 21 |
-
unique_TAudio3 = unique_values["TAudio3"]
|
| 22 |
-
unique_QAudio1 = unique_values["QAudio1"]
|
| 23 |
-
unique_QAudio2 = unique_values["QAudio2"]
|
| 24 |
-
unique_QAudio3 = unique_values["QAudio3"]
|
| 25 |
-
unique_Proxemics = unique_values["Proxemics"]
|
| 26 |
-
unique_Authoritative = unique_values["Authoritative.anarchic"]
|
| 27 |
-
|
| 28 |
-
|
| 29 |
-
def main():
|
| 30 |
-
st.title("tourist data")
|
| 31 |
-
|
| 32 |
-
with st.form("questionaire"):
|
| 33 |
-
sex = st.selectbox("Sex",options = unique_sex)
|
| 34 |
-
age = st.slider("Age",min_value=10,max_values=100)
|
| 35 |
-
country = st.selectbox("Country of the client United Nations admitted countries",options = unique_country)
|
| 36 |
-
GImg1 = st.selectbox("Handshake Indifferent",options = unique_GImg1)
|
| 37 |
-
GImg2 = st.selectbox("Hug Indifferent",options = unique_GImg2)
|
| 38 |
-
GImg3 = st.selectbox("Kiss Indifferent",options = unique_GImg3)
|
| 39 |
-
PImg1 = st.selectbox("Consent posture Indifferent",options = unique_PImg1)
|
| 40 |
-
PImg2 = st.selectbox("Interest posture Indifferent",options = unique_PImg2)
|
| 41 |
-
PImg3 = st.selectbox("Neutral posture Indifferent",options = unique_PImg3)
|
| 42 |
-
PImg4 = st.selectbox("Reflexive posture Indifferent",options = unique_PImg4)
|
| 43 |
-
PImg5 = st.selectbox("Negative posture Indifferent",options = unique_PImg5)
|
| 44 |
-
relaxed = st.slider("Observed emotional clime",min_value=1,max_values=10)
|
| 45 |
-
Authoritativean_archic = st.selectbox("anarchic Observed emotional clime",options = unique_Authoritative)
|
| 46 |
-
Hostile_friendly = st.slider("friendly Observed emotional clime",min_value=1,max_values=10)
|
| 47 |
-
TAudio1 = st.selectbox("Authoritative Indifferent",options = unique_TAudio1)
|
| 48 |
-
TAudio2 = st.selectbox("Sarcastic Indifferent",options = unique_TAudio2)
|
| 49 |
-
TAudio3 = st.selectbox("Friendly Indifferent",options = unique_TAudio3)
|
| 50 |
-
QAudio1 = st.selectbox("Spitting Indifferent",options = unique_QAudio1)
|
| 51 |
-
QAudio2 = st.selectbox("Hum Indifferent",options = unique_QAudio1)
|
| 52 |
-
QAudio3 = st.selectbox("Sigh Indifferent",options = unique_QAudio1)
|
| 53 |
-
Proxemics = st.selectbox("Physical distance preferred for the client : A. intimate: 15cm-45cm; B. per-sonal: 46cm-122cm; C. social:123cm-360cm; D. public: > 360cm",options = unique_Proxemics)
|
| 54 |
-
|
| 55 |
-
clicked = st.form_submit_button("Predict Type of Client")
|
| 56 |
-
if clicked:
|
| 57 |
-
result = model.predict(pd.DataFrame({"sex":[sex],
|
| 58 |
-
"age": [age],
|
| 59 |
-
"country": [country],
|
| 60 |
-
"GImg1" : [GImg1],
|
| 61 |
-
"GImg2" : [GImg2],
|
| 62 |
-
"GImg3" : [GImg3],
|
| 63 |
-
"PImg1" : [PImg1],
|
| 64 |
-
"PImg2" : [PImg2],
|
| 65 |
-
"PImg3" : [PImg3],
|
| 66 |
-
"PImg4" : [PImg4],
|
| 67 |
-
"PImg5" : [PImg5],
|
| 68 |
-
"Tense.relaxed" :[relaxed],
|
| 69 |
-
"Authoritative.anarchic" : [Authoritative_anarchic],
|
| 70 |
-
"Hostile.friendly" : [Hostile_friendly],
|
| 71 |
-
"TAudio1" : [TAudio1],
|
| 72 |
-
"TAudio2" : [TAudio2],
|
| 73 |
-
"TAudio3" : [TAudio3],
|
| 74 |
-
"QAudio1" : [QAudio1],
|
| 75 |
-
"QAudio2" : [QAudio1],
|
| 76 |
-
"QAudio3" : [QAudio1],
|
| 77 |
-
"Proxemics" : [Proxemics]}))
|
| 78 |
-
|
| 79 |
-
# Show prediction
|
| 80 |
-
result = 'low' if result[0] == 1 else 'high'
|
| 81 |
-
st.success("Predict Type of Client is "+result) #แสดงผล
|
| 82 |
-
|
| 83 |
-
# Run main()
|
| 84 |
-
if __name__ == "__main__":
|
| 85 |
-
main()
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|