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Feature Selection in Land-Cover Classification using EO-learn
Published on Nov 14, 201936 Views
Applying machine learning to Big Data can be a cumbersome task which requires a lot of computational power and memory. In this paper we present a feature selection technique for land-cover classiffica
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Chapter list
Feature Selection in Land - Cover Classification using eo-learn00:00
Main task - Land-cover classification00:38
Outline01:09
eo-learn: Earth Observation processing library02:10
Preprocessing - Index Calculation03:48
Preprocessing - Interpolation05:02
Preprocessing - Feature Extraction05:42
EO-task: Stream - like temporal features06:13
Feature selection06:33
Optimize F1 vs. train/prediction complexity09:48
Conclusions and Future Work10:41