Weka can be used to build machine learning pipelines, train classifiers, and run evaluations without having to write a single line of code:įirst, we open the dataset that we would like to evaluate. But now also there is no big issue with that.It is widely used for teaching, research, and industrial applications, contains a plethora of built-in tools for standard machine learning tasks, and additionally gives transparent access to well-known toolboxes such as scikit-learn, R, and Deeplearning4j. So at that time if we can create this much more user friendly that is the best this ever do.
WEKA DOWNLOAD FOR WINDOWS SOFTWARE
This software is mainly use for data mining using algorithms. This software is very helpfull to me for do my datamining tasks. as well as there a re no any kind of mistakes. It helps to user solve their problems and get quality predictions. Very easy to work with software because there is no anything have to do very hard. This software gives very clearly graphical out puts. We can use this as very easily for designe data mining algorithms. weka is the best software to do data mining. It gives very clear graphical details and those graphical details are very attractive. but in very small time period I was able to work with this environment because it is easy for handle. At that time I am not familiar with that. first I worked with weka for my university assignments. It proves to be a very good resource and learning experience as seen in my case as well as my classmates.Ĭomentarios: Overall experience with weka is good.
It needs more acceptance in the Data Mining industry, especially for introducing these tools to the students. This software has very less documentation and support available online. Modifications and tweeking of the data and playing around with the input and being able to visualize it is a bonus. The machine learning algorithms that can be implemented with this software are also very easy to understand. As a student, I loved working with this software and writing reports of my findings. It provides as a great source of learning and exploration. It's a good tool with all the bare minimum functionalities for any student. Weka was the first tool I had used for Data Mining. It should be a definite stepping stone for each and every student who is new to the world of data science. I could explore a lot of things in the application very easily because of the ease of its usage. Yet still it takes lengthy and complex coding to connect Weka with a user interface developed by any other IDE when comparing to the other tools.Ĭomentarios: I could learn the basics of Data Mining and Data Warehousing with this software. Weka supports only few java based IDEs like eclipse.
It is not easy to connect Weka with a separately developed user interface. But there must be a guidance with out proper instructions it is difficult to work on Weka. Once a user is given proper guidance or proper guidelines user may carry out the process with out any issue. In order to use Weka users need to have a certain knowledge about it. All these techniques are provided in this one tool Using Weka users can try data mining techniques like clustering ,classification ,regression. Weka is not for a particular data mining process. Preprocessing of large data sets can be easily done in Weka when considering the other data mining tools. Using Weka users can mange null values ,deal with different data types and format data ranges easily. Weka provides functions for data preprocessing.
Weka is a freely available software tool which can be downloaded through internet with out making any specific payment. Users are given the facility to import data sets through different data types.csv (Comma separated Values) files, data base files Weka provides data visualization and large number of algorithms which helps to analyze the data sets. Weka Waikato Environment for Knowledge Analysis is a data mining tool which helps the users to analyze the data sets and identify patterns and make decision based on them. Also it provides data preprocessing facility which helps to format the data set. Weka provides large number of data mining algorithms for the users which helps the users to try any type of data mining technique through one software product. Comentarios: Weka is one of the main tools used for data mining.