Train/Test Split Calculator
Properly splitting your dataset into training and testing sets is critical in machine learning to evaluate your model’s real-world performance. This calculator lets you enter your total number of data samples and select your desired training ratio (e.g. 70/30, 80/20, or custom) to determine how many samples should go into each split.
Using this tool ensures you’re not just guessing. Whether you’re validating a classification model or building regression pipelines, splitting data correctly avoids overfitting and ensures reliable evaluation. No programming or data wrangling required — just input and go.
🧠 Train/Test Split Calculator
Properly splitting your dataset into training and testing sets is critical in machine learning to evaluate your model’s real-world performance. This calculator lets you enter your total number of data samples and select your desired training ratio (e.g. 70/30, 80/20, or custom) to determine how many samples should go into each split.
Using this tool ensures you’re not just guessing. Whether you’re validating a classification model or building regression pipelines, splitting data correctly avoids overfitting and ensures reliable evaluation. No programming or data wrangling required — just input and go.
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DevOps Toolkit Dashboard – CI/CD, Monitoring, Version Control Utilities
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Security Headers Inspector – Check HTTP Headers for Protection
HTTP security headers help protect users by enforcing secure communication rules within the browser. Headers like Content-Security-Policy, X-Frame-Options, X-Content-Type-Options, and Referrer-Policy reduce attack surface areas — preventing clickjacking, MIME sniffing, and data leakage. This tool inspects a website’s HTTP headers using JavaScript’s fetch() and HEAD requests. It quickly checks for the presence of major security…