machine-learning

Ghalat Machine Learning

Hermit / 2020-08-28

這次來測試自動化機器學習套件：Ghalat Machine Learning，主要針對回歸問題與分類問題的自動化學習。目前套件具有以下功能： 1.自動特徵工程 2.自動選擇機器學習和神經網路模型 3.自動超參數調校 4.排序模型效果（根據交叉驗證分數） 5.推薦最佳模型我將使用UCI breast cancer dataset(sklearn dataset)來測試此套件for分類的效果以及使用情況。套件作者Github：https://github.com/Muhammad4hmed/Ghalat-Machine-Learning Pypl套件說明：…

R

MLB win rate regression

Hermit / 2019-08-06

Last time we build a mlb team data by python. So this time we will bulid a suitable model for our data. And now we want to focus on win rate, so I let the team win rate be the response. In this time, I will read the data at first. Then bulid the full model and check whether it collinear or not. 上次我們…

R

Hello R Markdown

Frida Gomam / 2015-07-23

This is an R Markdown document. Markdown is a simple formatting syntax for authoring HTML, PDF, and MS Word documents. For more details on using R Markdown see http://rmarkdown.rstudio.com. You can embed an R code chunk like this: summary(cars) ## speed dist ## Min. : 4.0 Min. : 2.00 ## 1st Qu.:12.0…