Study of the Learning Model Based on Improved ID3 Algorithm.
Ding RongtaoJi XinhaoZhu LintingRen WeiPublished in: WKDD (2008)
Keyphrases
- learning algorithm
- improved algorithm
- learning speed
- reinforcement learning
- detection algorithm
- incremental learning
- preprocessing
- experimental evaluation
- learning phase
- simulation study
- experimental study
- dynamic programming
- empirical studies
- objective function
- worst case
- times faster
- significant improvement
- linear programming
- particle swarm optimization
- search space
- np hard
- computational complexity
- probabilistic model
- prior knowledge
- learning tasks
- cost function
- learning process
- k means
- model free
- recognition algorithm
- classification algorithm
- learning systems
- clustering method
- segmentation algorithm
- graphical models
- support vector machine