From 2a7969d0d5f0d18d0bf9dde4327fcd9402cfc5ae Mon Sep 17 00:00:00 2001 From: User Name Date: Sat, 7 Jun 2025 23:27:56 +0200 Subject: [PATCH] init --- Untitled.ipynb | 954 ++++++++++++++++++++++++++ app.py | 75 ++ best_model.pkl | Bin 0 -> 1309665 bytes main.py | 61 ++ scaler.pkl | Bin 0 -> 1615 bytes winequality-red.csv | 1600 +++++++++++++++++++++++++++++++++++++++++++ 6 files changed, 2690 insertions(+) create mode 100644 Untitled.ipynb create mode 100644 app.py create mode 100644 best_model.pkl create mode 100644 main.py create mode 100644 scaler.pkl create mode 100644 winequality-red.csv diff --git a/Untitled.ipynb b/Untitled.ipynb new file mode 100644 index 0000000..19f9383 --- /dev/null +++ b/Untitled.ipynb @@ -0,0 +1,954 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "id": "aaad2c40-c784-466b-9f49-7a60e1cbdb4c", + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd\n", + "import numpy as np\n", + "import seaborn as sns\n", + "import matplotlib.pyplot as plt\n", + "import warnings\n", + "from sklearn.preprocessing import MinMaxScaler\n", + "from sklearn.model_selection import train_test_split, GridSearchCV, cross_val_score\n", + "from sklearn.ensemble import RandomForestClassifier\n", + "from sklearn import metrics\n", + "from sklearn.linear_model import LogisticRegression\n", + "from sklearn.svm import SVC\n", + "from sklearn.tree import DecisionTreeClassifier\n", + "from sklearn.neighbors import KNeighborsClassifier\n", + "from sklearn.naive_bayes import GaussianNB\n" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "23f82a60-419e-4af2-9401-1996bec33332", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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chlorides1599.0000000.0874670.0470650.0120000.0700000.0790000.0900000.611000
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density1599.0000000.9967470.0018870.9900700.9956000.9967500.9978351.003690
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" + ], + "text/plain": [ + " fixed acidity volatile acidity citric acid residual sugar chlorides \\\n", + "0 7.4 0.70 0.00 1.9 0.076 \n", + "1 7.8 0.88 0.00 2.6 0.098 \n", + "2 7.8 0.76 0.04 2.3 0.092 \n", + "3 11.2 0.28 0.56 1.9 0.075 \n", + "4 7.4 0.70 0.00 1.9 0.076 \n", + "\n", + " free sulfur dioxide total sulfur dioxide density pH sulphates \\\n", + "0 11.0 34.0 0.9978 3.51 0.56 \n", + "1 25.0 67.0 0.9968 3.20 0.68 \n", + "2 15.0 54.0 0.9970 3.26 0.65 \n", + "3 17.0 60.0 0.9980 3.16 0.58 \n", + "4 11.0 34.0 0.9978 3.51 0.56 \n", + "\n", + " alcohol quality \n", + "0 9.4 Average \n", + "1 9.8 Average \n", + "2 9.8 Average \n", + "3 9.8 Average \n", + "4 9.4 Average " + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data = data.replace({'quality': {8: 'Good', 7: 'Good', 6: 'Average', 5: 'Average', 4: 'Bad', 3: 'Bad'}})\n", + "\n", + "data.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "0d672775-f7ef-468e-ac49-a6ab5254ee3a", + "metadata": {}, + "outputs": [], + "source": [ + "X = data.drop(columns='quality')\n", + "y = data.quality\n", + "scaler = MinMaxScaler(feature_range=(0, 1))\n", + "X_scaled = scaler.fit_transform(X)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "32357ab4-74d6-4a32-8ff9-249e04984341", + "metadata": {}, + "outputs": [], + "source": [ + "X_train, X_test, y_train, y_test = train_test_split(X_scaled, y, test_size=0.2, random_state=42)" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "13b6ce95-34a6-48ea-a4b8-bdd69c3ca496", + "metadata": {}, + "outputs": [], + "source": [ + "models = {\n", + " \"Logistic Regression\": LogisticRegression(),\n", + " \"SVM\": SVC(),\n", + " \"Random Forest\": RandomForestClassifier(),\n", + " \"Decision Tree\": DecisionTreeClassifier(),\n", + " \"K-Nearest Neighbors\": KNeighborsClassifier(),\n", + " \"Naive Bayes\": GaussianNB()\n", + "}\n" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "9096f5a4-8329-47d0-9b7c-8e3123191a3b", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Training Logistic Regression...\n", + "Logistic Regression Accuracy: 0.828125\n", + "Training SVM...\n", + "SVM Accuracy: 0.8375\n", + "Training Random Forest...\n", + "Random Forest Accuracy: 0.865625\n", + "Training Decision Tree...\n", + "Decision Tree Accuracy: 0.79375\n", + "Training K-Nearest Neighbors...\n", + "K-Nearest Neighbors Accuracy: 0.840625\n", + "Training Naive Bayes...\n", + "Naive Bayes Accuracy: 0.803125\n" + ] + } + ], + "source": [ + "results = {}\n", + "for model_name, model in models.items():\n", + " print(f\"Training {model_name}...\")\n", + " model.fit(X_train, y_train)\n", + " y_pred = model.predict(X_test)\n", + " accuracy = metrics.accuracy_score(y_test, y_pred)\n", + " results[model_name] = accuracy\n", + " print(f\"{model_name} Accuracy: {accuracy}\")" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "d8f786c8-67e1-4131-bb2c-22d91d7fafab", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Model Comparison (Accuracy):\n", + "Random Forest: 0.8656\n", + "K-Nearest Neighbors: 0.8406\n", + "SVM: 0.8375\n", + "Logistic Regression: 0.8281\n", + "Naive Bayes: 0.8031\n", + "Decision Tree: 0.7937\n" + ] + } + ], + "source": [ + "sorted_results = sorted(results.items(), key=lambda x: x[1], reverse=True)\n", + "print(\"\\nModel Comparison (Accuracy):\")\n", + "for model_name, accuracy in sorted_results:\n", + " print(f\"{model_name}: {accuracy:.4f}\")" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "b6eec30b-3a13-4f99-b841-a8633a8b4ad7", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Fitting 5 folds for each of 27 candidates, totalling 135 fits\n", + "Best parameters for Random Forest: {'max_depth': 30, 'min_samples_split': 2, 'n_estimators': 50}\n" + ] + } + ], + "source": [ + "# Example: Hyperparameter tuning for Random Forest\n", + "param_grid = {\n", + " 'n_estimators': [50, 100, 200],\n", + " 'max_depth': [10, 20, 30],\n", + " 'min_samples_split': [2, 5, 10]\n", + "}\n", + "\n", + "grid_search = GridSearchCV(RandomForestClassifier(), param_grid, cv=5, n_jobs=-1, verbose=1)\n", + "grid_search.fit(X_train, y_train)\n", + "print(f\"Best parameters for Random Forest: {grid_search.best_params_}\")" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "488c6fe7-1f79-4e6a-9649-fd82c0acd44e", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Cross-validation scores for Random Forest: [0.834375 0.821875 0.840625 0.8125 0.84326019]\n", + "Mean cross-validation score: 0.830527037617555\n" + ] + } + ], + "source": [ + "# Cross-validation score for the best model (Random Forest)\n", + "best_model = grid_search.best_estimator_\n", + "cv_scores = cross_val_score(best_model, X_scaled, y, cv=5)\n", + "print(f\"Cross-validation scores for Random Forest: {cv_scores}\")\n", + "print(f\"Mean cross-validation score: {cv_scores.mean()}\")" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "id": "81b08573-19a3-4508-9c9e-4a36ced59197", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Classification Report:\n", + " precision recall f1-score support\n", + "\n", + " Average 0.88 0.95 0.92 262\n", + " Bad 1.00 0.00 0.00 11\n", + " Good 0.67 0.51 0.58 47\n", + "\n", + " accuracy 0.86 320\n", + " macro avg 0.85 0.49 0.50 320\n", + "weighted avg 0.85 0.86 0.83 320\n", + "\n" + ] + } + ], + "source": [ + "from sklearn.metrics import classification_report\n", + "\n", + "\n", + "# Classification report with zero_division parameter to handle undefined precision\n", + "y_pred = best_model.predict(X_test)\n", + "print(\"\\nClassification Report:\")\n", + "print(classification_report(y_test, y_pred, zero_division=1))\n" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "id": "191fa955-1969-4224-8420-a608c1463e31", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Model and Scaler have been saved.\n" + ] + } + ], + "source": [ + "import joblib\n", + "\n", + "# Save the best model (Random Forest with Hyperparameter Tuning)\n", + "joblib.dump(best_model, 'best_model.pkl')\n", + "\n", + "# Save the scaler (MinMax SScaler used for feature scaling)\n", + "joblib.dump(scaler, 'scaler.pkl')\n", + "\n", + "print(\"Model and Scaler have been saved.\")\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "8f75662b-1b38-4510-bccd-adefabbe635f", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.13.0" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/app.py b/app.py new file mode 100644 index 0000000..3c39de1 --- /dev/null +++ b/app.py @@ -0,0 +1,75 @@ +import streamlit as st +import requests + +# FastAPI backend URL +BASE_URL = "http://127.0.0.1:8000" + +# Define pages +def home_page(): + st.title("Wine Quality Prediction API") + st.write("This is the home page of the Wine Quality Prediction App.") + + # Communicate with the FastAPI `/` endpoint + try: + response = requests.get(f"{BASE_URL}/") + if response.status_code == 200: + data = response.json() + st.success(data.get("message", "Welcome to the API!")) + else: + st.error("Failed to fetch data from the backend.") + except Exception as e: + st.error(f"Error: {e}") + +def prediction_page(): + st.title("Wine Quality Prediction") + st.write("Enter the wine features to predict its quality:") + + # Input fields for wine features + fixed_acidity = st.number_input("Fixed Acidity", value=7.0) + volatile_acidity = st.number_input("Volatile Acidity", value=0.27) + citric_acid = st.number_input("Citric Acid", value=0.36) + residual_sugar = st.number_input("Residual Sugar", value=20.7) + chlorides = st.number_input("Chlorides", value=0.045) + free_sulfur_dioxide = st.number_input("Free Sulfur Dioxide", value=45.0) + total_sulfur_dioxide = st.number_input("Total Sulfur Dioxide", value=170.0) + density = st.number_input("Density", value=1.001) + pH = st.number_input("pH", value=3.0) + sulphates = st.number_input("Sulphates", value=0.45) + alcohol = st.number_input("Alcohol", value=8.8) + + # Predict button + if st.button("Predict Quality"): + # Prepare the payload + payload = { + "fixed_acidity": fixed_acidity, + "volatile_acidity": volatile_acidity, + "citric_acid": citric_acid, + "residual_sugar": residual_sugar, + "chlorides": chlorides, + "free_sulfur_dioxide": free_sulfur_dioxide, + "total_sulfur_dioxide": total_sulfur_dioxide, + "density": density, + "pH": pH, + "sulphates": sulphates, + "alcohol": alcohol + } + + # Communicate with the FastAPI `/predict` endpoint + try: + response = requests.post(f"{BASE_URL}/predict", json=payload) + if response.status_code == 200: + result = response.json() + st.success(f"Predicted Wine Quality: {result['predicted_quality']}") + else: + st.error("Failed to get prediction from the backend.") + except Exception as e: + st.error(f"Error: {e}") + +# Streamlit page navigation +st.sidebar.title("Navigation") +page = st.sidebar.radio("Go to", ["Home", "Predict Wine Quality"]) + +if page == "Home": + home_page() +elif page == "Predict Wine Quality": + prediction_page() diff --git a/best_model.pkl b/best_model.pkl new file mode 100644 index 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BaseModel +import joblib +import numpy as np +import pandas as pd + +# Load the saved model and scaler +model = joblib.load('best_model.pkl') +scaler = joblib.load('scaler.pkl') + + +app = FastAPI() + +class WineFeatures(BaseModel): + fixed_acidity: float + volatile_acidity: float + citric_acid: float + residual_sugar: float + chlorides: float + free_sulfur_dioxide: float + total_sulfur_dioxide: float + density: float + pH: float + sulphates: float + alcohol: float + +@app.get("/") +def home(): + return { + "message": "Welcome to the Wine Quality Prediction API! Use the /predict endpoint to predict wine quality." + } + + +# Define the prediction endpoint +@app.post("/predict") +def predict(wine: WineFeatures): + # Extract the features from the incoming request + features = np.array([ + [ + wine.fixed_acidity, + wine.volatile_acidity, + wine.citric_acid, + wine.residual_sugar, + wine.chlorides, + wine.free_sulfur_dioxide, + wine.total_sulfur_dioxide, + wine.density, + wine.pH, + wine.sulphates, + wine.alcohol + ] + ]) + # Scale the input features using the saved scaler + scaled_features = scaler.transform(features) + + + # Make the prediction using the loaded model + prediction = model.predict(scaled_features) + + # Return the prediction (wine quality) + return {"predicted_quality": str(prediction[0])} \ No newline at end of file diff --git a/scaler.pkl b/scaler.pkl new file mode 100644 index 0000000000000000000000000000000000000000..7005b1436f5ed36be26aa7341ee62f244218ac4b GIT binary patch literal 1615 zcma)7U1%It6rSB|l4drW-Tbsk8PGE`v=j=l&RE6PEJ>Oz)S<)JGDLT>*J;g^3RySFjk+n$;t_$3M>md!w7gPT&c$mh3#q%dzDZ!3KNx;qkH4IE@pjGAA&CdwP1hmPmLXDaOWvLjzUS zpXak#;I`20>-0|JfvOB>S*Y2(khh_QQ?Z{D7wB)6cfguMYRboLO2;^2ug7vDw1O7 zQ5_c}xf8m3vIwMa4E1(MzHRu7+exXem+-sBtSd08F%*t8!tos+)=gEwqKJ zC+`^(LIO}TIWsOP`ViSdja&oSv31+yuGwnhD#?}vHOm#W)oaW+gtmFLNf|>1WcsMt zg8^04WnD!NKpV9P$-)q!y5ZDle93;k^HO0as__=c8Y=Ok1tD=`H&fwMSgyBuELZ#9 zmZNf=T<_XR-YjpC8|AG|Ftf%skFK)~MQkH)ACu#*A40C3jt&okbLX!zmydrqeD9Y9 z#+P)5ahf`WPsgU1-xgloAG^B9gx@Y3KYGhyJ}*Amul=bqH};NycmG(L?cF&!Bklf~ zxxS;~J+W<`Y3Q7)@0|LCDLmv?qMT6H{Wbls=C-wZM!tDx=1k<<;)TO!4~)`Rilr*l zKllHb|6<~DvGJ+U;@MYlv81PXb7IeDUtK8_U*2(Js`ruf^pQjZJ$fK8JsatWx1?r@ zb6pp2c3r$%EVM7{sdBFiexstI?vPeR#)~@kTI=Yqeb+uJ&5NRDzjWg^v-slR2lnLH z${hVuo7kVqZyh{;>38OKpUW&~x4ZP#ImYM3+5hMRLmL{}dVPMqcJ|N@!wr`X{=H5| zJ9|v({J!_~`BFa3dir7}yYS%LV=d7;4E^=H#(p~H=P8Qy>+NC-9eyX26ZYok-KHB- z7+E#FrKPvtbYmymKk@OsME_qa`u2FSi#>k*>FVIaC4JL