'Numerical input, categorial output in brain.js
Is there a way to use brain.js to give an array of numbers, and get a categorial output (preferably accompanied with a reliability value)
Suppose this code
const brain = require('brain.js');
const network = new brain.NeuralNetwork(); //IS THIS THE ONE?
network.train([
// [word count, characters, special characters] => [rating]
{ input: [0.10, 0.20, 0.40], output: ['hard'] }, // 1 input
{ input: [0.10, 0.50, 0.50], output: ['intermediate'] }, // 2 input
{ input: [0.10, 0.40, 0.60], output: ['simple'] }, // 3 input
{ input: [0.10, 0.40, 0.50], output: ['hard'] }, // 4 input
{ input: [0.10, 0.30, 0.30], output: ['simple'] }, // 5 input
{ input: [0.10, 0.70, 0.30], output: ['hard'] } // 6 input
]);
//Evaluate to get a difficulty rating
const output = network.run([0.10, 0.50, 0.60]);
console.log(output);
The desired output would be one of the three ratings with a reliability value (perhaps a percentage of certainty).
Sources
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Source: Stack Overflow
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