Ocean Protocol

AUGUST 9, 2024

Participants were tasked with developing predictive models, identifying correlations between population size and tax revenue, and assessing the impact of significant tax policy changes, such as eliminating the Professional Tax in 2010. billion pre-2010 to €1.97 billion post-2010. billion pre-2010 to €1.97

AI 45

AI AI Data Scientist Cross Validation 45

Towards AI

AUGUST 11, 2023

However, over the past decade, its usage has evolved significantly due to several key factors: Kaggle Competitions: Kaggle emerged in 2010 [1] and popularized data science and machine learning competitions using real-world tabular datasets. Traditionally, tabular data has been used for simply organizing and reporting information.

Machine Learning 98

Machine Learning Machine Learning AI AI 98

Mlearning.ai

JANUARY 31, 2023

The test runs a 5-fold cross-validation. 2010, doi: 10.1109/TBME.2010.2060723. There, you will find a quick notebook on which you can test the performance of an SVM on the data annotated with both the labels “by hand” and the labels provided by the K-means. As you can see, using hand-made labels, the SVM performs quite well.

Clustering 52

Clustering Algorithm Machine Learning Machine Learning 52