Semisupervised scheme has emerged as a popular strategy in the machine learning community due to the expensiveness of getting enough labeled data. In this paper, a semisupervised incremental support ...

The CRISP-DM (Cross Industry Standard Process for Data Mining) framework encompasses critical phases, including business understanding, data comprehension, data preparation, modeling, and evaluation.

Linear techniques include ordinary linear regression, L1 (lasso) and L2 (ridge) regression, and linear support vector regression (linear SVR). This article presents a demo of linear SVR, implemented ...

An introduction to support vector machines : and other kernel-based learning methods by Cristianini, Nello Publication date 2000 Topics Support vector machines, Kernel functions Publisher Cambridge ; ...