Construction of a classifier using AdaBoost for information filtering.
Hidekazu YanagimotoSigeru OmatuPublished in: Artif. Life Robotics (2005)
Keyphrases
- information filtering
- training data
- adaboost algorithm
- decision trees
- support vector
- user profiles
- weak classifiers
- learning algorithm
- information retrieval
- weak learners
- classifier ensemble
- ensemble learning
- face detection
- feature selection
- collaborative filtering
- user profiling
- information delivery
- object detection
- content based filtering
- multi class
- support vector machine
- linear classifiers
- recommender systems
- multiclass classification
- boosted classifiers
- face detector
- ensemble classifier
- training samples
- error correcting output codes
- designing effective
- cascade classifier
- training set
- majority voting
- feature set
- text mining
- binary classification problems
- feature space
- information extraction
- ensemble methods
- base classifiers
- text representation
- movie recommendation