Confusion Matrix Generator
Create Confusion Matrix Generator from experimental or research data
Generate binary or multiclass confusion matrices from actual and predicted labels, with readable counts, normalized percentages, and publication-ready export.
Create your scientific chart
Drag a data file here, or click to upload
CSV, TSV, TXT, Excel · Max 5MB
Preview
ExampleThis preview uses the selected sample dataset. Generate it with Python, or upload your own data to create a new chart.
Confusion Matrix Generator examples
Explore six ready-to-use datasets and visual styles for real research scenarios.
What does Confusion Matrix Generator help visualize?
Generate binary or multiclass confusion matrices from actual and predicted labels, with readable counts, normalized percentages, and publication-ready export. Confusion Matrix Generator converts structured research data into a clear visual pattern for comparing values, distributions, relationships, or changes. The first figure is generated from your uploaded file and remains editable in SciVis.
Confusion Matrix Generator example datasets and research scenarios
- Binary Confusion Matrix Example
- Multiclass Confusion Matrix
- Normalized Confusion Matrix
- Confusion Matrix Heatmap
- Machine-Learning Confusion Matrix
- Confusion Matrix with Precision and Recall
Why researchers use Confusion Matrix Generator
- Communicate results more clearly than a raw table.
- Reveal patterns, differences, and outliers quickly.
- Create consistent figures across a paper or presentation.
- Export a polished visual for publication or peer review.
How to use Confusion Matrix Generator
Choose an example or upload one CSV, TSV, TXT, XLSX, or XLS file, check the detected columns, generate the chart, and continue editing it in SciVis. For Excel files, the first worksheet is imported.
What a good figure from Confusion Matrix Generator includes
- A descriptive title and clearly labeled axes.
- A readable scale, legend, or grouping key.
- Colors and symbols that remain distinct in print.
- Annotations that highlight the finding without obscuring the data.
Confusion Matrix Generator FAQ
Is Confusion Matrix Generator free to use?
Yes. You can start with the six included datasets and use available free credits to generate a chart with Confusion Matrix Generator.
Which data formats does Confusion Matrix Generator support?
Confusion Matrix Generator accepts one CSV, TSV, TXT, XLSX, or XLS file at a time. Excel files use the first worksheet, and every page also includes prepared sample datasets.
Can I edit a figure after creating it with Confusion Matrix Generator?
Yes. Open the figure generated with Confusion Matrix Generator in SciVis to change labels, colors, annotations, layout, and other visual settings.
Can I use figures from Confusion Matrix Generator in a research paper?
Yes. Confusion Matrix Generator is designed to produce clean, publication-ready scientific figures. Always verify values and journal requirements before submission.
Can Confusion Matrix Generator export high-resolution figures?
Yes. After editing a Confusion Matrix Generator figure in SciVis, you can export it in formats suitable for papers, posters, slides, and reports.
Do I need coding experience to use Confusion Matrix Generator?
No. Confusion Matrix Generator creates the first version through a guided upload workflow, while SciVis provides visual controls for refinements.
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Try it freeCreate a figure with Confusion Matrix Generator
Start with sample data or upload one supported data file, then finish the figure in SciVis.