Property Confidence

Namespace

LMKit.TextAnalysis

Assembly

LM-Kit.NET.dll

Confidence

Gets the confidence level of the most recent categorization process.

public float Confidence { get; }

Property Value

float

A floating-point value between 0 and 1, where a value closer to 1 indicates higher confidence in the classification accuracy.

Examples

using LMKit.Model;
using LMKit.TextAnalysis;
using System;
using System.Collections.Generic;

class Example
{
    static void Main()
    {
        LM model = LM.LoadFromModelID("llama-3.1");
        Categorization categorization = new Categorization(model);
        var categories = new List<string> { "politics", "health", "sports" };
        string text = "The athlete won a gold medal at the championship.";

        int index = categorization.GetBestCategory(categories, text);

        if (index != -1)
        {
            Console.WriteLine($"Category: {categories[index]}");
        }
        else
        {
            Console.WriteLine("No suitable category found.");
        }

        // Reading confidence
        float confidenceScore = categorization.Confidence;
        Console.WriteLine($"Confidence: {confidenceScore:P1}");
    }
}

Remarks

This property is updated after each categorization task.