parse the input text to trainning data
parse the input text to trainning data
the key
the text
before trainning, preprocess input text to trainning data and put them into trainning data storage and validation data storage separately
before trainning, preprocess input text to trainning data and put them into trainning data storage and validation data storage separately
Binomial logistic regression is a linear classification algorithm, each sample is labeled as positive(+1) or negtive(-1). In this algorithm, the probability describing a single sample being drawn from the positive class is modeled using a logistic function: P(Y=+1|X) = 1 / [1+ exp(-dot(w,x))]. This task learns a binomial logistic regression model with mini-batch gradient descent.