Blog

Home Blog
Task diagram – new possibilities for creating and visualizing processes in PS CLEMENTINE PRO

Task diagram – new possibilities for creating and visualizing processes in PS CLEMENTINE PRO

Creating and managing analytical tasks is an important part of working with ETL (Extract, Transform and Load) tools and advanced data analysis programs. 

Read more
Sequential rule induction

Sequential rule induction

Sequential rule induction is an advanced data mining technique that enables the discovery of patterns occurring in sequences of events. 

Read more
Basket analysis: application and characteristics

Basket analysis: application and characteristics

Basket analysis is a popular data mining technique, primarily used for the content of shopping baskets in retail, marketing, and e-commerce. 

Read more
Rule induction algorithms – discovering patterns in data

Rule induction algorithms – discovering patterns in data

Rule induction is one of the key methods in the field of artificial intelligence and machine learning. It enables the automatic extraction of patterns and relationships from data. This technique involves analysing data sets to formulate general rules that describe the relationships between variable…

Read more
Auto Classification – automatic model selection for data in PS CLEMENTINE PRO

Auto Classification – automatic model selection for data in PS CLEMENTINE PRO

When working with data, the analyst is often faced with the challenge of selecting appropriate statistical tests to provide valuable answers to the research questions posed. PS CLEMENTINE PRO can provide a solution to this problem. This tool offers a wide range of modelling methods that are based o…

Read more
Automatic preparation of data for analysis, part II

Automatic preparation of data for analysis, part II

Preparing data for analysis, as has been said many times on this blog, is a key part of analysis. It is often a time-consuming and difficult process that even experienced data analysts can find difficult.  In this article, we return to the issue of automatic data preparation in PS CLEMENTINE PRO. P…

Read more
Automatic preparation of data for analysis

Automatic preparation of data for analysis

Data preparation plays a key role in data analysis and machine learning processes. Its importance stems from several important aspects that affect the quality and reliability of the results. High-quality data influences more accurate and reliable statistical models. Raw, unprocessed data often cont…

Read more
Coefficient of determination R²: what is it and how to interpret it?

Coefficient of determination R²: what is it and how to interpret it?

The coefficient of determination, denoted R² (R-square), is one of the most commonly used statistical tools for model evaluation. It offers a measure of how well a model under test fits the data. In this article, we'll look at what exactly the R² coefficient is and what role it plays in data analys…

Read more
Median

Median

The median is a statistic that we classify as a measure of central tendency.  It is one of the most popular descriptive statistics next to the arithmetic mean. For students of analytics, it is a statistic with which they become familiar as one of the first. In addition to its simple interpretation …

Read more
Accessibility settings
Line height
Letter spacing
No animations
Reading line
Speech
No images
Focus on content
Bigger cursor
Hotkeys