Update app.py

app.py

@@ -19,19 +19,33 @@ st.title('Almond Classification')
 st.write('This web app classifies almonds based on your input features.')
 
 
-# Input untuk setiap fitur
-length_major_axis = st.number_input('Length (major axis)', min_value=0.0)
-width_minor_axis = st.number_input('Width (minor axis)', min_value=0.0)
-thickness_depth = st.number_input('Thickness (depth)', min_value=0.0)
-area = st.number_input('Area', min_value=0.0)
-perimeter = st.number_input('Perimeter', min_value=0.0)
-roundness = st.slider('Roundness', min_value=0.0, max_value=1.0, step=0.01)
-solidity = st.slider('Solidity', min_value=0.0, max_value=1.0, step=0.01)
-compactness =  st.slider('Compactness', min_value=0.0, max_value=1.0, step=0.01)
-aspect_ratio =  st.slider('Aspect Ratio', min_value=0.0, max_value=5.0, step=0.01)
-eccentricity = st.slider('Eccentricity', min_value=0.0, max_value=1.0, step=0.01)
-extent = st.slider('Extent', min_value=0.0, max_value=1.0, step=0.01)
-convex_area = st.number_input('Convex hull (convex area)', min_value=0.0, step=0.01)
+# # Input untuk setiap fitur
+# length_major_axis = st.number_input('Length (major axis)', min_value=269.356903, max_value=279.879883)
+# width_minor_axis = st.number_input('Width (minor axis)', min_value=176.023636, max_value=227.940628)
+# thickness_depth = st.number_input('Thickness (depth)', min_value=0.0, max_value=279.879883)
+# area = st.number_input('Area', min_value=0.0, max_value=279.879883)
+# perimeter = st.number_input('Perimeter', min_value=0.0, max_value=279.879883)
+# roundness = st.slider('Roundness', min_value=0.0, max_value=1.0, step=0.01)
+# solidity = st.slider('Solidity', min_value=0.0, max_value=1.0, step=0.01)
+# compactness =  st.slider('Compactness', min_value=0.0, max_value=1.0, step=0.01)
+# aspect_ratio =  st.slider('Aspect Ratio', min_value=0.0, max_value=5.0, step=0.01)
+# eccentricity = st.slider('Eccentricity', min_value=0.0, max_value=1.0, step=0.01)
+# extent = st.slider('Extent', min_value=0.0, max_value=1.0, step=0.01)
+# convex_area = st.number_input('Convex hull (convex area)', min_value=0.0, step=0.01)
+
+
+length_major_axis = st.number_input('Length (major axis)', min_value=269.356903, max_value=279.879883)
+width_minor_axis = st.number_input('Width (minor axis)', min_value=176.023636, max_value=227.940628)
+thickness_depth = st.number_input('Thickness (depth)', min_value=107.253448, max_value=127.795132)
+area = st.number_input('Area', min_value=18471.5, max_value=36683.0)
+perimeter = st.number_input('Perimeter', min_value=551.688379, max_value=887.310743)
+roundness = st.slider('Roundness', min_value=0.472718, max_value=0.643761, step=0.01)
+solidity = st.slider('Solidity', min_value=0.931800, max_value=0.973384, step=0.01)
+compactness = st.slider('Compactness', min_value=1.383965, max_value=1.764701, step=0.01)
+aspect_ratio = st.slider('Aspect Ratio', min_value=1.530231, max_value=1.705716, step=0.01)
+eccentricity = st.slider('Eccentricity', min_value=0.75693, max_value=0.81012, step=0.01)
+extent = st.slider('Extent', min_value=0.656535, max_value=0.725739, step=0.01)
+convex_area = st.number_input('Convex hull (convex area)', min_value=18068.0, max_value=36683.0, step=0.01)
 
 
 # Tombol untuk memprediksi