From 9113de800d3c96736ad73563c6e54d61ea5731ca Mon Sep 17 00:00:00 2001 From: Daniel-Andarge Date: Wed, 26 Jun 2024 21:53:17 +0300 Subject: [PATCH] Add assets --- README.md | 30 +++++-- assets/api-docker/build-docker-image.png | Bin 0 -> 60054 bytes assets/api-docker/docker-run.png | Bin 0 -> 27578 bytes assets/api-docker/postman.png | Bin 0 -> 105639 bytes assets/api-docker/run-flask.png | Bin 0 -> 28938 bytes assets/api-docker/test-flask.png | Bin 0 -> 11419 bytes assets/eda/featured_df.png | Bin 0 -> 43600 bytes assets/eda/fetureImpo.png | Bin 0 -> 29007 bytes assets/eda/his1.png | Bin 0 -> 149986 bytes assets/model-building/lr1.png | Bin 0 -> 9497 bytes assets/model-building/lr2.png | Bin 0 -> 12025 bytes assets/model-building/xg1.png | Bin 0 -> 80860 bytes assets/model-building/xg2.png | Bin 0 -> 11849 bytes notebooks/model_training.ipynb | 95 ----------------------- 14 files changed, 24 insertions(+), 101 deletions(-) create mode 100644 assets/api-docker/build-docker-image.png create mode 100644 assets/api-docker/docker-run.png create mode 100644 assets/api-docker/postman.png create mode 100644 assets/api-docker/run-flask.png create mode 100644 assets/api-docker/test-flask.png create mode 100644 assets/eda/featured_df.png create mode 100644 assets/eda/fetureImpo.png create mode 100644 assets/eda/his1.png create mode 100644 assets/model-building/lr1.png create mode 100644 assets/model-building/lr2.png create mode 100644 assets/model-building/xg1.png create mode 100644 assets/model-building/xg2.png diff --git a/README.md b/README.md index 9d9c61e..af0e939 100644 --- a/README.md +++ b/README.md @@ -2,7 +2,23 @@ Adey Innovations Inc. seeks to enhance the detection of fraudulent transactions in e-commerce and banking sectors. This project focuses on developing advanced machine learning models to identify fraud with high accuracy by analyzing transaction data, creating sophisticated features, and implementing real-time monitoring systems. By improving fraud detection, Adey Innovations Inc. aims to reduce financial losses, bolster transaction security, and build stronger trust with customers and financial institutions. The project entails data preprocessing, feature engineering, model development, evaluation, and deployment, ensuring a comprehensive approach to combating fraud. -## Model Explainability Using SHAP +## 1. Exploratory Data Analysis (EDA) + +### Univariate analysis + +### Bivariate analysis + +### Feature Engineering + +## 2. Model Building and Training + +After trainig and testing 6 models 3 for each datasets i select the below models + +#### 2.1 Fraud-IP Dataset - XGBoost Model + +#### 2.2 Credit Card Dataset + +## 3. Model Explainability Using SHAP ### Summary Plot @@ -12,12 +28,14 @@ Adey Innovations Inc. seeks to enhance the detection of fraudulent transactions ![forceplot](https://github.com/Daniel-Andarge/AiML-financial-fraud-detection-model/blob/main/assets/shap-lime/forcePlot.png) -### Dependence Plot +## 4. Model Deployment and API Development + +### Running the flask app -![depndeplot](https://github.com/Daniel-Andarge/AiML-financial-fraud-detection-model/blob/main/assets/shap-lime/featureImpo.png) +### Testing the api -## Model Explainability Using LIME +### Testing the api from Postman -### Feature Importance Plot +### Building Docker Image -![limeplot](https://github.com/Daniel-Andarge/AiML-financial-fraud-detection-model/blob/main/assets/shap-lime/LIME.png) +### Running Docker Container diff --git a/assets/api-docker/build-docker-image.png b/assets/api-docker/build-docker-image.png new file mode 100644 index 0000000000000000000000000000000000000000..fc89f15c26eb8cc52e1b6332b204c3415beb8b31 GIT binary patch literal 60054 zcmbrl2T)T__%4hU5djqe0Ra&Zq$<6Ih=6p0^d1rEQltok5&;1b0qMQ>8tFZVC`j+U zgdQMt5+DglF2DA_-+VK7=FZ$RlgXYl=j^__`)+%l=MC4^Ql`4ebd!vXj7n8SQHPA| zYA6}mI-O0%A zdi?dfv}nWTO-8oOr>ZEg=WVe=aCyg~4B;lqg+cTALp$r@KaEuG8g+90RQ)b|d&I@S zmkS>XsrtyN(!vau`4NAAZ!xXLMKaXf*=y+~}crJfY&2 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KLgh>I(EkNLYwwf* literal 0 HcmV?d00001 diff --git a/notebooks/model_training.ipynb b/notebooks/model_training.ipynb index 79761d9..eaa9ec1 100644 --- a/notebooks/model_training.ipynb +++ b/notebooks/model_training.ipynb @@ -554,71 +554,6 @@ "X_val, X_test, y_val, y_test = train_test_split(X_val_test, y_val_test, test_size=0.5, random_state=42, stratify=y_val_test)" ] }, - { - "cell_type": "code", - "execution_count": 8, - "id": "6a2935d4-2c26-41d8-afbd-7591ff09f0b7", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Original class distribution:\n", - "class\n", - "0 9781\n", - "1 9781\n", - "Name: count, dtype: int64\n" - ] - }, - { - "ename": "ValueError", - "evalue": "Desired ratio is not achievable with the current dataset size.", - "output_type": "error", - "traceback": [ - "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[1;31mValueError\u001b[0m Traceback (most recent call last)", - "Cell \u001b[1;32mIn[8], line 18\u001b[0m\n\u001b[0;32m 16\u001b[0m \u001b[38;5;66;03m# Ensure num_to_remove is non-negative\u001b[39;00m\n\u001b[0;32m 17\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m num_to_remove \u001b[38;5;241m<\u001b[39m \u001b[38;5;241m0\u001b[39m:\n\u001b[1;32m---> 18\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mValueError\u001b[39;00m(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mDesired ratio is not achievable with the current dataset size.\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[0;32m 20\u001b[0m \u001b[38;5;66;03m# Perform undersampling\u001b[39;00m\n\u001b[0;32m 21\u001b[0m X_resampled, y_resampled \u001b[38;5;241m=\u001b[39m resample(X_train[y_train \u001b[38;5;241m==\u001b[39m \u001b[38;5;241m0\u001b[39m], y_train[y_train \u001b[38;5;241m==\u001b[39m \u001b[38;5;241m0\u001b[39m], \n\u001b[0;32m 22\u001b[0m replace\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mFalse\u001b[39;00m, n_samples\u001b[38;5;241m=\u001b[39mnum_to_remove, random_state\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m42\u001b[39m)\n", - "\u001b[1;31mValueError\u001b[0m: Desired ratio is not achievable with the current dataset size." - ] - } - ], - "source": [ - "from sklearn.utils import resample\n", - "\n", - "# Assuming X_train and y_train are your original training data\n", - "print(\"Original class distribution:\")\n", - "print(y_train.value_counts())\n", - "\n", - "# Calculate number of samples to remove from class 0 (not fraud)\n", - "desired_ratio = 0.4\n", - "total_samples = len(y_train)\n", - "class_0_count = (y_train == 0).sum()\n", - "class_1_count = (y_train == 1).sum()\n", - "\n", - "# Calculate number of samples to remove from class 0\n", - "num_to_remove = int(class_0_count - (class_1_count / desired_ratio))\n", - "\n", - "# Ensure num_to_remove is non-negative\n", - "if num_to_remove < 0:\n", - " raise ValueError(\"Desired ratio is not achievable with the current dataset size.\")\n", - "\n", - "# Perform undersampling\n", - "X_resampled, y_resampled = resample(X_train[y_train == 0], y_train[y_train == 0], \n", - " replace=False, n_samples=num_to_remove, random_state=42)\n", - "\n", - "# Combine undersampled class 0 with class 1\n", - "X_balanced = pd.concat([X_resampled, X_train[y_train == 1]], axis=0)\n", - "y_balanced = pd.concat([y_resampled, y_train[y_train == 1]], axis=0)\n", - "\n", - "# Shuffle to mix the classes\n", - "X_balanced, y_balanced = shuffle(X_balanced, y_balanced, random_state=42)\n", - "\n", - "# Check balanced class distribution\n", - "print(\"Balanced class distribution:\")\n", - "print(y_balanced.value_counts())" - ] - }, { "cell_type": "code", "execution_count": 22, @@ -1842,36 +1777,6 @@ "print(classification_report(y_val, y_val_pred, target_names=['Not Fraud', 'Fraud']))" ] }, - { - "cell_type": "code", - "execution_count": 6, - "id": "55440f29-e184-4315-960a-1753b5a4de23", - "metadata": {}, - "outputs": [ - { - "ename": "AttributeError", - "evalue": "module 'xgboost' has no attribute 'predict'", - "output_type": "error", - "traceback": [ - "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[1;31mAttributeError\u001b[0m Traceback (most recent call last)", - "Cell \u001b[1;32mIn[6], line 6\u001b[0m\n\u001b[0;32m 1\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01msklearn\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mmetrics\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m classification_report\n\u001b[0;32m 3\u001b[0m \u001b[38;5;66;03m# Assuming xgb is your trained XGBClassifier model\u001b[39;00m\n\u001b[0;32m 4\u001b[0m \n\u001b[0;32m 5\u001b[0m \u001b[38;5;66;03m# Predict on validation data\u001b[39;00m\n\u001b[1;32m----> 6\u001b[0m y_pred \u001b[38;5;241m=\u001b[39m \u001b[43mxgb\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mpredict\u001b[49m(X_val)\n\u001b[0;32m 8\u001b[0m \u001b[38;5;66;03m# Print classification report\u001b[39;00m\n\u001b[0;32m 9\u001b[0m \u001b[38;5;28mprint\u001b[39m(classification_report(y_val, y_pred, target_names\u001b[38;5;241m=\u001b[39m[\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mNot Fraud\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mFraud\u001b[39m\u001b[38;5;124m'\u001b[39m]))\n", - "\u001b[1;31mAttributeError\u001b[0m: module 'xgboost' has no attribute 'predict'" - ] - } - ], - "source": [ - "from sklearn.metrics import classification_report\n", - "\n", - "# Assuming xgb is your trained XGBClassifier model\n", - "\n", - "# Predict on validation data\n", - "y_pred = xgbm.predict(X_val)\n", - "\n", - "# Print classification report\n", - "print(classification_report(y_val, y_pred, target_names=['Not Fraud', 'Fraud']))" - ] - }, { "cell_type": "code", "execution_count": null,