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Concept
Accuracy Assessment
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Summary
Accuracy Assessment
is a
Critical Process
used to evaluate the
Precision of data
or models by comparing them against a
Reference or ground truth
. It involves
Statistical Measures
and methodologies to quantify the degree of correctness, ensuring reliability and
Validity in various fields
such as
Remote Sensing
,
Machine Learning
, and
Geographical Information Systems
.
Concepts
Confusion Matrix
Kappa Coefficient
Overall Accuracy
User's Accuracy
Producer's Accuracy
Error Matrix
Root Mean Square Error (RMSE)
Mean Absolute Error (MAE)
Precision And Recall
F1 Score
Ground Truth Verification
Spatial Accuracy
Thematic Accuracy
Classification Accuracy
Validation
Ground Truthing
Skill Score
Response Evaluation Criteria
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