Feature Selection of Time Series MODIS Data for Early Crop Classification Using Random Forest: A Case Study in Kansas, USA.
Pengyu HaoYulin ZhanLi WangZheng NiuMuhammad ShakirPublished in: Remote. Sens. (2015)
Keyphrases
- feature selection
- random forest
- data sets
- data analysis
- decision trees
- fold cross validation
- feature extraction
- feature set
- remote sensing data
- data mining
- knowledge discovery
- classification accuracy
- feature vectors
- training set
- support vector machine
- text classification
- training data
- prior knowledge
- supervised learning
- text mining
- support vector
- training samples
- support vector machine svm
- classification models
- image processing
- machine learning
- feature reduction