Any Onine Tool Logo
AnyOnlineTool Logo
Register

Existing customer? Login

AUC Calculator

Calculate Area Under the ROC Curve (AUC) from TPR/FPR values or CSV data for model evaluation.

Request Feature / Support
7,648+
Total Calculations Run
< 15ms
Browser Execution Speed
100%
Client-Side Privacy
4.9 / 5.0
User Satisfaction
AI Web Tool Generator

Build Your Own Custom Web Calculator in Seconds

Type what tool or calculator you need below. Our AI will build it instantly for your site.

Popular ideas:
100% FREE • No Credit Card Required

Informazioni su questo strumento

This AUC Calculator tool computes the Area Under the Receiver Operating Characteristic (ROC) Curve, a key metric for evaluating binary classification models in machine learning. Enter True Positive Rate (TPR) and False Positive Rate (FPR) values manually or upload a CSV file with your data. The tool calculates AUC using the trapezoidal rule, displays results with a visual ROC curve, and provides detailed output for analysis. Fully responsive and works entirely in your browser with no data sent to servers.
Save your calculation history with a free account

Come usare

  1. Choose input method: manually enter TPR/FPR values or upload a CSV file.
  2. For manual entry: Add TPR and FPR values (between 0 and
  3. in the table, with one pair per row.
  4. For CSV upload: Ensure your file has columns labeled 'tpr' and 'fpr' with numeric values.
  5. Click 'Calculate AUC' to compute the area under the curve.
  6. View results including AUC value, ROC curve visualization, and data summary.
How to use calculator auc

Frequently Asked Questions

Trova risposte rapide

What is AUC and why is it important?
AUC (Area Under the ROC Curve) measures the performance of binary classification models. It represents the probability that the model ranks a random positive instance higher than a random negative instance, with values from 0 to 1 (higher is better).
What CSV format does the tool accept?
Upload a CSV file with two columns: 'tpr' (True Positive Rate) and 'fpr' (False Positive Rate). Values must be numeric between 0 and 1. The tool will ignore headers and parse all valid rows.
How is AUC calculated?
The tool uses the trapezoidal rule: AUC = Σ[(TPR_i + TPR_{i-1})/2 * (FPR_i - FPR_{i-1})] for sorted FPR values. This approximates the area under the ROC curve from your data points.
Can I use this tool without uploading data?
Yes, you can manually add TPR and FPR values using the table interface. Click 'Add Row' to insert new pairs, and enter values between 0 and 1 for each.

Need to run multiple calculations?

Create a free account today to unlock unlimited daily runs, access advanced parameters, save your history, and request custom features.

Register Free Account

Related Tools

Other useful calculators and utilities you might like

Agriculture Tools

Convertitore Spotify a MP3

Converte file audio forniti localmente in MP3, consentendo l’ascolto offline e la compatibilità tra...

Agriculture Tools

Calcolatore Distanza Stradale

Calcolatore di distanza stradale per viaggiatori, pianificatori logistici e conducenti per stimare r...

Agriculture Tools

Calcolatore Età

Determina rapidamente l’età di una persona dal suo data di nascita con il nostro calcolatore gratuit...

Agriculture Tools

Convertitore di valute

Converter rapidamente importi tra diverse valute con il nostro convertitore di valuta online gratuit...

Il tuo feedback è importante

Aiutaci a migliorare