StEPS: A Development of Students' Employability Prediction System using Logistic Regression Model Based on Principal Component Analysis.
Cherry D. CasuatJulius C. CastroDeanne Cameren P. EvangelistaNiño E. MerencillaChristina P. AtalPublished in: ICSET (2020)
Keyphrases
- logistic regression
- principal component analysis
- decision trees
- support vector
- credit scoring
- predictive power
- prediction accuracy
- linear support vector machines
- logistic regression models
- naive bayes
- chi square
- odds ratio
- learning environment
- logistic model
- generalized linear models
- survival analysis
- linear svm
- college students
- high school
- loss function
- training data
- chi square test
- undergraduate students
- dimension reduction
- learning process
- data sets