We compared Naïve Bayes, Logistic Regression, SVMs, Decision Trees, Random Forests, and Adaboost and agreed on Adaboost to be the most efficient model for prediction. Then we selected standardized features in Adaboost model and conducted Principle Component Analysis and K-mean clusters.
Use time-series, machine learning and neural network models to evaluate the predictability of the stock market.
We chose LDA, Decision Tree and XGBoost to evaluate credit risk for Fulton Bank and summarized five key aspects from which Fulton Bank can optimize its credit system.
This paper aims to estimate the effect of communicative strategies on Labor Productivity based on the data on British Establishments in 2011 using the Management Questionnaire of WERS6 (Workplace Employee Relations Survey), though the labor productivity measurement in the Dataset was subjectively evaluated by managers. I discover that there is an obvious overall effect of communicative strategies on labor productivity, even though the effect of frequency of meeting between workers and senior managers is larger and more statistically significant than that of joint consultative committees. Also, other factors such as the characteristics of the establishments and the pay systems cause slight changes in the effect of communicative strategies and influence labor productivity as well.
Grid is the very first CSS module created specifically to solve the layout problems we’ve all been hacking our way around for as long as we’ve been making websites.
Grid is the very first CSS module created specifically to solve the layout problems we’ve all been hacking our way around for as long as we’ve been making websites.
Grid is the very first CSS module created specifically to solve the layout problems we’ve all been hacking our way around for as long as we’ve been making websites.
Building this static site generator theme was the first time I used an Atomic (or Functional) CSS system like Tachyons. It’s a design system that provides very small (which means fast) CSS modules that you can use in your HTML.
Grid is the very first CSS module created specifically to solve the layout problems we’ve all been hacking our way around for as long as we’ve been making websites.
Grid is the very first CSS module created specifically to solve the layout problems we’ve all been hacking our way around for as long as we’ve been making websites.
This theme has a form-to-email feature built in, thanks to the simple Formspree integration. All you need to activate the form is a valid recipient email address saved in the form front matter.
This theme has a form-to-email feature built in, thanks to the simple Formspree integration. All you need to activate the form is a valid recipient email address saved in the form front matter.