(2020), "Predictive Analysis: Comprehensive Study of Popular Open-Source Tools", Kumari, S., Tripathy, K.K. Our experimental results show that no specific tool provides the best results in all scenarios rather it depends upon the datasets and the classifier. This chapter aims to reveal the best accurate tools and techniques for the classification task that aid in decision-making. Many open-source predictive analysis tools namely R, scikit-learn, Konstanz Information Miner (KNIME), Orange, RapidMiner, Waikato Environment for Knowledge Analysis (WEKA), etc. Predictive analytics tools can be used to predict various behaviors and patterns, thereby saving the time and money of its users. Considering these advantages, predictive analytics is adopted in various diverse fields such as health care, finance, education, marketing, automotive, etc. Predictive analytics provides ideas on the occurrences of future downtimes and rejections thereby aids in taking preventive actions before abnormalities occur. To sum up, RapidMiner Studio is an efficient solution for the analists who need to visualize and understand complex data.Predictive analytics is the science of decision-making that eliminates guesswork out of the decision-making process and applies proven scientific procedures to find right solutions. As the results of the analysis need to be shared with other users, the program includes a wide range of exporting options. You can also start by using one of the available templates and sample files in order to understand the basic functions. However, the program provides you with multiple tutorials and an extensive online documentation in order to help you access the tools that you need. If you are not a data analyst, the number of data transformation, visualization and modelling tools might seem overwhelming. Here you can visually arrange the desired tools, connect multiple operators and specify the execution order before starting the analysis. The Operators panel enables you to select the tool that you need to use and drop it on the main process window. The included wizard allows you to specify the data range and detects duplicate data in order to prevent errors. In order to start an analysis you need to create a process and import the data from an external file or database. As a result, RapidMiner Studio allows you to load the required information from plain text files, Office documents or even database servers such as Oracle, MySQL or PostgreSQL.
This program aims to provide you with an intuitive and effective tool for analyzing data from multiple sources.
#RAPIDMINER STUDIO PDF HOW TO#
You will really save a lot of time when you learn how to use it. Since there are multiple businesses who rely on the available information to make important decisions, data analysts are using specialized applications to visualize and understand the data. RapidMiner is really fantastic to perform fast ETL processes and work on your data as you want, no matter what is the source. When you are dealing with a large databases, identifying the connection between two events can be difficult or even impossible.
The program can help you browse through the data and create models in order to easily identify trends. RapidMiner Studio is a Java based application designed to provide you with multiple tools for data analysis tasks.
0 kommentar(er)
