/**
* Example data for testing and benchmarking purposes.
* @type {{}}
* @namespace
*/
const DATA = {
/**
* The 4 possible input patterns to a OR gate.
* 2 inputs, 1 output, 4 samples
*/
ORGate: [
{ input: [0, 0], output: [0] },
{ input: [0, 1], output: [1] },
{ input: [1, 0], output: [1] },
{ input: [1, 1], output: [1] },
],
/**
* The 4 possible input patterns to a XOR gate.
* 2 inputs, 1 output, 4 samples
*/
XORGate: [
{ input: [0, 0], output: [0] },
{ input: [0, 1], output: [1] },
{ input: [1, 0], output: [1] },
{ input: [1, 1], output: [0] },
],
/**
* The 4 possible input patterns to a AND gate.
* 2 inputs, 1 output, 4 samples
*/
ANDGate: [
{ input: [0, 0], output: [0] },
{ input: [0, 1], output: [0] },
{ input: [1, 0], output: [0] },
{ input: [1, 1], output: [1] },
],
/**
* The 4 possible input patterns to a NAND gate.
* 2 inputs, 1 output, 4 samples
*/
NANDGate: [
{ input: [0, 0], output: [1] },
{ input: [0, 1], output: [1] },
{ input: [1, 0], output: [1] },
{ input: [1, 1], output: [0] },
],
/**
* Iris flower data set. The output labels are: Iris setosa, Iris versicolor,
* Iris virginica. https://www.wikiwand.com/en/Iris_flower_data_set
* 4 inputs, 3 output, 150 samples
*/
irisFlower: [
{ input: [5.1, 3.5, 1.4, 0.2], output: [1, 0, 0] },
{ input: [4.9, 3.0, 1.4, 0.2], output: [1, 0, 0] },
{ input: [4.7, 3.2, 1.3, 0.2], output: [1, 0, 0] },
{ input: [4.6, 3.1, 1.5, 0.2], output: [1, 0, 0] },
{ input: [5.0, 3.6, 1.4, 0.2], output: [1, 0, 0] },
{ input: [5.4, 3.9, 1.7, 0.4], output: [1, 0, 0] },
{ input: [4.6, 3.4, 1.4, 0.3], output: [1, 0, 0] },
{ input: [5.0, 3.4, 1.5, 0.2], output: [1, 0, 0] },
{ input: [4.4, 2.9, 1.4, 0.2], output: [1, 0, 0] },
{ input: [4.9, 3.1, 1.5, 0.1], output: [1, 0, 0] },
{ input: [5.4, 3.7, 1.5, 0.2], output: [1, 0, 0] },
{ input: [4.8, 3.4, 1.6, 0.2], output: [1, 0, 0] },
{ input: [4.8, 3.0, 1.4, 0.1], output: [1, 0, 0] },
{ input: [4.3, 3.0, 1.1, 0.1], output: [1, 0, 0] },
{ input: [5.8, 4.0, 1.2, 0.2], output: [1, 0, 0] },
{ input: [5.7, 4.4, 1.5, 0.4], output: [1, 0, 0] },
{ input: [5.4, 3.9, 1.3, 0.4], output: [1, 0, 0] },
{ input: [5.1, 3.5, 1.4, 0.3], output: [1, 0, 0] },
{ input: [5.7, 3.8, 1.7, 0.3], output: [1, 0, 0] },
{ input: [5.1, 3.8, 1.5, 0.3], output: [1, 0, 0] },
{ input: [5.4, 3.4, 1.7, 0.2], output: [1, 0, 0] },
{ input: [5.1, 3.7, 1.5, 0.4], output: [1, 0, 0] },
{ input: [4.6, 3.6, 1.0, 0.2], output: [1, 0, 0] },
{ input: [5.1, 3.3, 1.7, 0.5], output: [1, 0, 0] },
{ input: [4.8, 3.4, 1.9, 0.2], output: [1, 0, 0] },
{ input: [5.0, 3.0, 1.6, 0.2], output: [1, 0, 0] },
{ input: [5.0, 3.4, 1.6, 0.4], output: [1, 0, 0] },
{ input: [5.2, 3.5, 1.5, 0.2], output: [1, 0, 0] },
{ input: [5.2, 3.4, 1.4, 0.2], output: [1, 0, 0] },
{ input: [4.7, 3.2, 1.6, 0.2], output: [1, 0, 0] },
{ input: [4.8, 3.1, 1.6, 0.2], output: [1, 0, 0] },
{ input: [5.4, 3.4, 1.5, 0.4], output: [1, 0, 0] },
{ input: [5.2, 4.1, 1.5, 0.1], output: [1, 0, 0] },
{ input: [5.5, 4.2, 1.4, 0.2], output: [1, 0, 0] },
{ input: [4.9, 3.1, 1.5, 0.1], output: [1, 0, 0] },
{ input: [5.0, 3.2, 1.2, 0.2], output: [1, 0, 0] },
{ input: [5.5, 3.5, 1.3, 0.2], output: [1, 0, 0] },
{ input: [4.9, 3.1, 1.5, 0.1], output: [1, 0, 0] },
{ input: [4.4, 3.0, 1.3, 0.2], output: [1, 0, 0] },
{ input: [5.1, 3.4, 1.5, 0.2], output: [1, 0, 0] },
{ input: [5.0, 3.5, 1.3, 0.3], output: [1, 0, 0] },
{ input: [4.5, 2.3, 1.3, 0.3], output: [1, 0, 0] },
{ input: [4.4, 3.2, 1.3, 0.2], output: [1, 0, 0] },
{ input: [5.0, 3.5, 1.6, 0.6], output: [1, 0, 0] },
{ input: [5.1, 3.8, 1.9, 0.4], output: [1, 0, 0] },
{ input: [4.8, 3.0, 1.4, 0.3], output: [1, 0, 0] },
{ input: [5.1, 3.8, 1.6, 0.2], output: [1, 0, 0] },
{ input: [4.6, 3.2, 1.4, 0.2], output: [1, 0, 0] },
{ input: [5.3, 3.7, 1.5, 0.2], output: [1, 0, 0] },
{ input: [5.0, 3.3, 1.4, 0.2], output: [1, 0, 0] },
{ input: [7.0, 3.2, 4.7, 1.4], output: [0, 1, 0] },
{ input: [6.4, 3.2, 4.5, 1.5], output: [0, 1, 0] },
{ input: [6.9, 3.1, 4.9, 1.5], output: [0, 1, 0] },
{ input: [5.5, 2.3, 4.0, 1.3], output: [0, 1, 0] },
{ input: [6.5, 2.8, 4.6, 1.5], output: [0, 1, 0] },
{ input: [5.7, 2.8, 4.5, 1.3], output: [0, 1, 0] },
{ input: [6.3, 3.3, 4.7, 1.6], output: [0, 1, 0] },
{ input: [4.9, 2.4, 3.3, 1.0], output: [0, 1, 0] },
{ input: [6.6, 2.9, 4.6, 1.3], output: [0, 1, 0] },
{ input: [5.2, 2.7, 3.9, 1.4], output: [0, 1, 0] },
{ input: [5.0, 2.0, 3.5, 1.0], output: [0, 1, 0] },
{ input: [5.9, 3.0, 4.2, 1.5], output: [0, 1, 0] },
{ input: [6.0, 2.2, 4.0, 1.0], output: [0, 1, 0] },
{ input: [6.1, 2.9, 4.7, 1.4], output: [0, 1, 0] },
{ input: [5.6, 2.9, 3.6, 1.3], output: [0, 1, 0] },
{ input: [6.7, 3.1, 4.4, 1.4], output: [0, 1, 0] },
{ input: [5.6, 3.0, 4.5, 1.5], output: [0, 1, 0] },
{ input: [5.8, 2.7, 4.1, 1.0], output: [0, 1, 0] },
{ input: [6.2, 2.2, 4.5, 1.5], output: [0, 1, 0] },
{ input: [5.6, 2.5, 3.9, 1.1], output: [0, 1, 0] },
{ input: [5.9, 3.2, 4.8, 1.8], output: [0, 1, 0] },
{ input: [6.1, 2.8, 4.0, 1.3], output: [0, 1, 0] },
{ input: [6.3, 2.5, 4.9, 1.5], output: [0, 1, 0] },
{ input: [6.1, 2.8, 4.7, 1.2], output: [0, 1, 0] },
{ input: [6.4, 2.9, 4.3, 1.3], output: [0, 1, 0] },
{ input: [6.6, 3.0, 4.4, 1.4], output: [0, 1, 0] },
{ input: [6.8, 2.8, 4.8, 1.4], output: [0, 1, 0] },
{ input: [6.7, 3.0, 5.0, 1.7], output: [0, 1, 0] },
{ input: [6.0, 2.9, 4.5, 1.5], output: [0, 1, 0] },
{ input: [5.7, 2.6, 3.5, 1.0], output: [0, 1, 0] },
{ input: [5.5, 2.4, 3.8, 1.1], output: [0, 1, 0] },
{ input: [5.5, 2.4, 3.7, 1.0], output: [0, 1, 0] },
{ input: [5.8, 2.7, 3.9, 1.2], output: [0, 1, 0] },
{ input: [6.0, 2.7, 5.1, 1.6], output: [0, 1, 0] },
{ input: [5.4, 3.0, 4.5, 1.5], output: [0, 1, 0] },
{ input: [6.0, 3.4, 4.5, 1.6], output: [0, 1, 0] },
{ input: [6.7, 3.1, 4.7, 1.5], output: [0, 1, 0] },
{ input: [6.3, 2.3, 4.4, 1.3], output: [0, 1, 0] },
{ input: [5.6, 3.0, 4.1, 1.3], output: [0, 1, 0] },
{ input: [5.5, 2.5, 4.0, 1.3], output: [0, 1, 0] },
{ input: [5.5, 2.6, 4.4, 1.2], output: [0, 1, 0] },
{ input: [6.1, 3.0, 4.6, 1.4], output: [0, 1, 0] },
{ input: [5.8, 2.6, 4.0, 1.2], output: [0, 1, 0] },
{ input: [5.0, 2.3, 3.3, 1.0], output: [0, 1, 0] },
{ input: [5.6, 2.7, 4.2, 1.3], output: [0, 1, 0] },
{ input: [5.7, 3.0, 4.2, 1.2], output: [0, 1, 0] },
{ input: [5.7, 2.9, 4.2, 1.3], output: [0, 1, 0] },
{ input: [6.2, 2.9, 4.3, 1.3], output: [0, 1, 0] },
{ input: [5.1, 2.5, 3.0, 1.1], output: [0, 1, 0] },
{ input: [5.7, 2.8, 4.1, 1.3], output: [0, 1, 0] },
{ input: [6.3, 3.3, 6.0, 2.5], output: [0, 0, 1] },
{ input: [5.8, 2.7, 5.1, 1.9], output: [0, 0, 1] },
{ input: [7.1, 3.0, 5.9, 2.1], output: [0, 0, 1] },
{ input: [6.3, 2.9, 5.6, 1.8], output: [0, 0, 1] },
{ input: [6.5, 3.0, 5.8, 2.2], output: [0, 0, 1] },
{ input: [7.6, 3.0, 6.6, 2.1], output: [0, 0, 1] },
{ input: [4.9, 2.5, 4.5, 1.7], output: [0, 0, 1] },
{ input: [7.3, 2.9, 6.3, 1.8], output: [0, 0, 1] },
{ input: [6.7, 2.5, 5.8, 1.8], output: [0, 0, 1] },
{ input: [7.2, 3.6, 6.1, 2.5], output: [0, 0, 1] },
{ input: [6.5, 3.2, 5.1, 2.0], output: [0, 0, 1] },
{ input: [6.4, 2.7, 5.3, 1.9], output: [0, 0, 1] },
{ input: [6.8, 3.0, 5.5, 2.1], output: [0, 0, 1] },
{ input: [5.7, 2.5, 5.0, 2.0], output: [0, 0, 1] },
{ input: [5.8, 2.8, 5.1, 2.4], output: [0, 0, 1] },
{ input: [6.4, 3.2, 5.3, 2.3], output: [0, 0, 1] },
{ input: [6.5, 3.0, 5.5, 1.8], output: [0, 0, 1] },
{ input: [7.7, 3.8, 6.7, 2.2], output: [0, 0, 1] },
{ input: [7.7, 2.6, 6.9, 2.3], output: [0, 0, 1] },
{ input: [6.0, 2.2, 5.0, 1.5], output: [0, 0, 1] },
{ input: [6.9, 3.2, 5.7, 2.3], output: [0, 0, 1] },
{ input: [5.6, 2.8, 4.9, 2.0], output: [0, 0, 1] },
{ input: [7.7, 2.8, 6.7, 2.0], output: [0, 0, 1] },
{ input: [6.3, 2.7, 4.9, 1.8], output: [0, 0, 1] },
{ input: [6.7, 3.3, 5.7, 2.1], output: [0, 0, 1] },
{ input: [7.2, 3.2, 6.0, 1.8], output: [0, 0, 1] },
{ input: [6.2, 2.8, 4.8, 1.8], output: [0, 0, 1] },
{ input: [6.1, 3.0, 4.9, 1.8], output: [0, 0, 1] },
{ input: [6.4, 2.8, 5.6, 2.1], output: [0, 0, 1] },
{ input: [7.2, 3.0, 5.8, 1.6], output: [0, 0, 1] },
{ input: [7.4, 2.8, 6.1, 1.9], output: [0, 0, 1] },
{ input: [7.9, 3.8, 6.4, 2.0], output: [0, 0, 1] },
{ input: [6.4, 2.8, 5.6, 2.2], output: [0, 0, 1] },
{ input: [6.3, 2.8, 5.1, 1.5], output: [0, 0, 1] },
{ input: [6.1, 2.6, 5.6, 1.4], output: [0, 0, 1] },
{ input: [7.7, 3.0, 6.1, 2.3], output: [0, 0, 1] },
{ input: [6.3, 3.4, 5.6, 2.4], output: [0, 0, 1] },
{ input: [6.4, 3.1, 5.5, 1.8], output: [0, 0, 1] },
{ input: [6.0, 3.0, 4.8, 1.8], output: [0, 0, 1] },
{ input: [6.9, 3.1, 5.4, 2.1], output: [0, 0, 1] },
{ input: [6.7, 3.1, 5.6, 2.4], output: [0, 0, 1] },
{ input: [6.9, 3.1, 5.1, 2.3], output: [0, 0, 1] },
{ input: [5.8, 2.7, 5.1, 1.9], output: [0, 0, 1] },
{ input: [6.8, 3.2, 5.9, 2.3], output: [0, 0, 1] },
{ input: [6.7, 3.3, 5.7, 2.5], output: [0, 0, 1] },
{ input: [6.7, 3.0, 5.2, 2.3], output: [0, 0, 1] },
{ input: [6.3, 2.5, 5.0, 1.9], output: [0, 0, 1] },
{ input: [6.5, 3.0, 5.2, 2.0], output: [0, 0, 1] },
{ input: [6.2, 3.4, 5.4, 2.3], output: [0, 0, 1] },
{ input: [5.9, 3.0, 5.1, 1.8], output: [0, 0, 1] },
],
}
export default DATA