官术网_书友最值得收藏!

Parallelism of Statistics and Machine Learning

At first glance, machine learning seems to be distant from statistics. However, if we take a deeper look into them, we can draw parallels between both. In this chapter, we will deep dive into the details. Comparisons have been made between linear regression and lasso/ridge regression in order to provide a simple comparison between statistical modeling and machine learning. These are basic models in both worlds and are good to start with.

In this chapter, we will cover the following:

  • Understanding of statistical parameters and diagnostics
  • Compensating factors in machine learning models to equate statistical diagnostics
  • Ridge and lasso regression
  • Comparison of adjusted R-square with accuracy
主站蜘蛛池模板: 弥渡县| 湛江市| 小金县| 宁乡县| 灵台县| 阜城县| 长垣县| 丹凤县| 靖远县| 松原市| 合肥市| 济宁市| 诸城市| 新竹县| 哈尔滨市| 清苑县| 苏尼特左旗| 太仓市| 琼海市| 铜山县| 定结县| 察哈| 南川市| 东辽县| 原阳县| 平南县| 龙游县| 福清市| 盐山县| 庄河市| 黄浦区| 巫山县| 宣汉县| 民权县| 盱眙县| 循化| 临城县| 通海县| 宁陕县| 聂拉木县| 宜宾县|