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Supervised classification: Why is the label built-up area not showing in the graph but instead the number 8?

Geographic Information Systems Asked by Elemelon on February 25, 2021

Once exporting my work the graph seems to show the number 8 instead of the label built up area. What is the problem?

This is my code:

var image = ee.Image(ee.ImageCollection('LANDSAT/LT05/C01/T1_SR')
    // Filter to get only images under the region of interest.
    .filterBounds(roi)
    // Filter to get only one year of images.
    .filterDate('1986-01-01', '1986-12-30')
    // Sort by scene cloudiness, ascending.
    .sort('CLOUD_COVER')
    // Get the first (least cloudy) scene.
    .first());

Map.addLayer(image, {bands: ['B5', 'B4', 'B3'], max: 0.5, gamma: 2}, "L8 Image");
// Merge points together
var newfc = Water.merge(naturalwoodlands).merge(plantedforest).merge(builtuparea).merge(cultivatedland).merge(grassland).merge(barrenland).merge(saltmarsh);
print(newfc, 'newfc');
// Select the bands to be used in training
var bands = ['B2', 'B3', 'B4', 'B5', 'B6', 'B7'];

// Sample the input imagery to get a FeatureCollection of training data.
var training = image.select(bands).sampleRegions({
  collection: newfc,
  properties: ['landuse'],
  scale: 30  // should reflect the scale of your imagery
});
// Make a classifier and train it.
var classifier = ee.Classifier.randomForest(10).train({
  features: training,
  classProperty: 'landuse',
  inputProperties: bands
});
// Classify the input imagery.
var classified = image.select(bands).classify(classifier).aside(print);

// Define a palette for the Land Use classification.
var palette = [
'#0a9917', // naturalwoodlands(0)
'#00f7f7', // water(1)
'#fffcb0', // cultivatedland(2)
'#d7d8ff', // builtuparea(3)
'#1aff0b', // plantedforest(4)
'#e766ff' , // grassland(5)
'#1612f7', // barrenland(6)
'#a054ff',// saltmarsh(7)
];
// Display th#ff4b38e classification result and the input image.
Map.setCenter(23.054, -34.0482);
Map.addLayer(classified, {min: 0, max: 6, palette: palette}, 'Land Cover Classification');
// Get a confusion matrix representing resubstitution accuracy.
var trainAccuracy = classifier.confusionMatrix();
print('Resubstitution error matrix: ', trainAccuracy);
print('Training overall accuracy: ', trainAccuracy.accuracy());

// var ghnp = ee.FeatureCollection('ft:1Kh5uxAdbnuF77vydlLPCAOQ-A7HgLxyYFyI4QnnT', 'geometry');
// Map.addLayer(ghnp, null, 'roi');

var areaChart = ui.Chart.image.byClass({
  image: ee.Image.pixelArea().divide(1000000).addBands(classified),
  classBand: 'classification', 
  region: geometry,
  scale: 30,
  reducer: ee.Reducer.sum(),
  classLabels: ['water', 'naturalwoodlands','plantedforest','builtuparea','cultivatedland','grassland','barrenland','saltmarsh']
}).setOptions({
  hAxis: {title: 'Classes'},
  vAxis: {title: 'Area sqkm'},
  title: 'A histogram showing area by class',
  series: {
    0: { color: 'blue' },
    1: { color: 'green' },
    2: { color: 'brown' },
    3: { color: 'gray' },
    4: { color: 'yellow' },
     5: { color: 'purple' },
      6: { color: 'pink' },
       7: { color: 'black' },
  }
});
print(areaChart);
var exportAccuracy = ee.Feature(null, {matrix: trainAccuracy.array()})

// Export the FeatureCollection.
Export.table.toDrive({
  collection: ee.FeatureCollection(exportAccuracy),
  description: 'exportAccuracy',
  fileFormat: 'CSV'
});
// Get a confusion matrix representing resubstitution accuracy.
print('RF error matrix: ', classifier.confusionMatrix());
print('RF accuracy: ', classifier.confusionMatrix().accuracy());
Export.image.toDrive({
 image: classified,
   description: 'LC_2018', 
   scale: 30,
   region: geometry,
maxPixels: 130000000000,
 });
var exportAccuracy = ee.Feature(null, {matrix: trainAccuracy.array()})

// Export the FeatureCollection.
Export.table.toDrive({
  collection: ee.FeatureCollection(exportAccuracy),
  description: 'exportAccuracy',
  fileFormat: 'CSV'
}); 

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