Dimas Buntarto Introduction Regression is one method to determine the causal relationship between variables with other variables. In simple regression analysis, the relationship between variables is linear, where changes in the variable X will be followed by changes in the variable permanently. Regression is an analytical method commonly used to see…

Introduction Abalone is a common name for any of a group of small to very large sea snails, marine gastropod molluscs in the family Haliotidae. Other common names are ear shells, sea ears, and, rarely, muttonfish or muttonshells in parts of Australia, ormer in the UK, perlemoen in South Africa, and…

Introduction Linear models are a class of models that are widely used in practice and have been studied extensively in the last few decades, with roots going back over a hundred years. Linear models make a prediction using a linear function of the input features. Linear models are also extensively used…

Prediction with Gradient Descent and Normal Equation — Linear regression is a linear model, e.g. a model that assumes a linear relationship between the input variables (x) and the single output variable (y). More specifically, that y can be calculated from a linear combination of the input variables (x). In this paper, we will fit the linear regression…

Classification With Logistic Regression and Support Vector Machine — Cervical cancer (Ca Cervix) is a serious public health problem in women in the world. Fortunately, this disease can be prevented. Current prevention methods are still low both in terms of outcomes and participation. So, methods of prevention or early detection are still open and challenging. Behavior and its determinants…

MEMPREDIKSI KELEMBABAN RELATIF Pada lab ini, kita akan mencoba membuat model yang cocok untuk memprediksi kelembaban relatif pada sebuah pengukuran kualitas udara. Kita akan membuat model tersebut berdasarkan kandungan zat kimia terukur, suhu dan kelembaban mutlak. Data yang akan kita gunakan berasal dari website https://archive.ics.uci.edu/ml/datasets/Air+Quality. Kita akan menggunakan Python beserta…