to testify the contrastive properties of two combinations of emotional intelligence (ei) index including emotional vs. cognitive subscale dyads among some one hundred and twenty university students (52 male & 68 female), this study was carried out to predict their success in their general english (ge) course during one academic semester. datasets were obtained through a self-report bar's o...

Discriminant analysis of chemistry and hematology laboratory test results was used to classify patients with and without myocardial infarction in a coronary care unit. We studied 64 patients with myocardial infarction and 70 patients without infarction, using logistic regression, linear and quadratic discriminant analyses on untransformed and logarithmically transformed data. Serum aspartate am...

However, there are strong connections between these approaches when we deal with a binary target attribute. In this particular case, we can even recreate the outputs of the linear discriminant analysis with a linear regression program (Bishop, 2007, pages 189 190; Duda et al., 2001, pages 242 – 243; Huberty et Olejnik, 2006, pages 353 – 355; Nakache et Confais, 2003, pages 14 – 16; Saporta, 200...

Adaptative training of the non-linear single-layer perceptron can lead to the Euclidean distance classifier and later to the standard Fisher linear discriminant function. On the way between these two classifiers one has a regularized discriminant analysis. That is equivalent to the “weight decay” regularization term added to the cost function. Thus early stopping plays a role of regularization ...