Field-Level Crop Type Classification with k Nearest Neighbors: A Baseline for a New Kenya Smallholder Dataset.
Hannah KernerCatherine NakalembeInbal Becker-ReshefPublished in: CoRR (2020)
Keyphrases
- k nearest neighbor
- knn
- classification algorithm
- classification method
- support vector machine svm
- k nearest
- nearest neighbor
- knn classifier
- support vector machine
- k nearest neighbour
- nearest neighbour
- knn algorithm
- nearest neighbor rule
- knn classification
- text classification
- nearest neighbor algorithm
- nearest neighbor classification
- pattern classification
- distance measurement
- neural network
- distance function
- training set
- feature set
- feature vectors
- decision boundary
- decision trees
- support vector
- similarity search
- shows significant improvements
- machine learning
- feature selection
- feature extraction
- classification accuracy
- training data
- feature space
- knowledge discovery
- data mining
- data sets
- multi class
- nearest neighborhood