The Confusion Matrix Generator is a must-have tool for data scientists and machine learning practitioners. It helps visualize the performance of a classification model by displaying the confusion matrix and calculating essential metrics like Precision, Recall, and F1 Score. This tool is designed to be intuitive, user-friendly, and visually engaging.

Key Features

1. Interactive Input Fields: Users can input True Positives (TP), True Negatives (TN), False Positives (FP), and False Negatives (FN).

2. Real-Time Calculation: Instantly computes Precision, Recall, and F1 Score.

3. Visual Confusion Matrix: Displays the matrix in a colorful and easy-to-understand format.

4. PDF Download: Generates a downloadable PDF report with the confusion matrix and metrics.

5. Modern Design: Stylish and responsive interface that fits seamlessly into your WordPress Elementor HTML block.

Use Cases

• Model Evaluation: Evaluate the performance of classification models.

• Educational Tool: Teach students about confusion matrices and classification metrics.

• Research: Use in academic or professional research to validate model performance.

How It Works

1. Input Values: Enter the values for True Positives (TP), True Negatives (TN), False Positives (FP), and False Negatives (FN).

2. Generate Matrix: The tool calculates and displays the confusion matrix along with Precision, Recall, and F1 Score.

3. View Results: Metrics are displayed in a clear and visually appealing format.

4. Download PDF: Click the “Download PDF” button to save the results for future reference.