public IActionResult Learn([FromBody] LearnViewModel vm)
{
try
{
_clusteringService.Learn(vm.Observations, vm.AmountOfClusters);
return(Ok("Success"));
}
catch (Exception ex)
{
return(BadRequest(ex.Message));
}
}
public void ClusteringTest1()
{
var input = new double[][]
{
new double[] { 14, 2, 3 },
new double[] { 11, 2, 3 },
new double[] { 18, 22, 3 },
new double[] { 41, 2, 32 },
new double[] { 13, 2, 4 },
new double[] { 11, 24, 43 },
new double[] { 13, 2, 31 },
new double[] { 51, 52, 43 },
new double[] { 7, 2, 3 },
new double[] { 11, 21, 31 },
new double[] { 41, 22, 83 },
new double[] { 21, 25, 3 },
new double[] { 1, 72, 34 },
new double[] { 1, 5, 3 },
new double[] { 1, 12, 3 },
};
_clusteringService.Learn(input, 2);
var testSet = new double[][]
{
new double[] { 1, 2, 3 },
new double[] { 11, 21, 13 },
new double[] { 48, 52, 33 },
new double[] { 11, 2, 13 },
};
var result = _clusteringService.Decide(testSet);
result.Should().HaveCount(4);
var first = result[0];
var third = result[2];
first.Should().NotBe(third);
}