Validate your final land cover map

confusion matrix of the final result

step 1: add the resulting land cover map and reference data

var image = ee.Image("users/servirmekong/Vietnam/landCoverMap");
var referenceData = ee.FeatureCollection("users/servirmekong/Vietnam/ReferenceDataForestTraining");

step 2:  Take the 20% of data you didnt use for training the model

var referenceData = referenceData.randomColumn("random");
var sample = referenceData.filter(ee.Filter.gt("random",0.8));

Map.addLayer(sample)

step 3: Sample the land cover map

var validation = image.sampleRegions(sample,["land_class"],10);

step 4: calculate the error matrix

var confMatrix = validation.errorMatrix("land_class","Mode");
var OA = confMatrix.accuracy();
var CA = confMatrix.consumersAccuracy();
var Kappa = confMatrix.kappa();
var Order = confMatrix.order();
var PA = confMatrix.producersAccuracy();

print(confMatrix,'Confusion Matrix');
print(OA,'Overall Accuracy');
print(CA,'Consumers Accuracy');
print(Kappa,'Kappa');
print(Order,'Order');
print(PA,'Producers Accuracy');

step 5: Add the image to the map (optional)

Map.addLayer(image,{min:0,max:4,palette:"blue,purple,darkred,yellow,darkgreen"},"land cover map");<span id="mce_SELREST_start" style="overflow:hidden;line-height:0;"></span>

example

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