Twitter Author Profiling Using Word Embeddings and Logistic Regression.
Liliya AkhtyamovaJohn CardiffAndrey IgnatovPublished in: CLEF (Working Notes) (2017)
Keyphrases
- logistic regression
- predictive power
- decision trees
- logistic regression models
- credit scoring
- support vector
- chi square
- co occurrence
- linear support vector machines
- random forests
- breast cancer
- n gram
- naive bayes
- loss function
- odds ratio
- logistic model
- generalized linear models
- vector space
- low dimensional
- linear svm
- chi square test
- data sets
- fold cross validation
- dimensionality reduction
- probabilistic model
- class membership probabilities