Scikit-Learn

Decision Trees in Scikit-Learn

Introduction The decision tree is a machine learning algorithm which perform both classification and regression. It is also a supervised…

3 weeks ago

Logistic Regression in Sci-Kit Learn

Introduction Logistic regression is an important model used in supervised learning. You can use logistic regression to estimate the probability…

1 month ago

Dimensionality Reduction Using scikit-learn in Python

Datasets with a large number of features are very difficult to analyze. Besides, the amount of computational power that you…

2 months ago

Classification Model Evaluation Metrics in Scikit-Learn

Classification One of the two major types of predictive modeling in supervised machine learning is classification. The other being regression,…

2 months ago

Classification Scoring Functionalities with Scikit-Learn

Supervised learning is a type of machine learning which deals with regression and classification. When it comes to machine learning,…

3 months ago

Evaluation of Regression Models in scikit-learn

Importance of Model Evaluation Being able to correctly measure the performance of a machine learning model is a critical skill…

3 months ago