Top Rated Orange Alternatives
This software provides a myriad number of predefined options that can be applied on a data-set. It provides options for data visualisation, machine learning and data mining. The thing which I admired the most of this software that it has widgets available for different classification algorithm like naive bayes, decision tree, neural networks and many others. There is no need of writing a single line of code, we have to just load the data-set and pass it to one of the predefined widgets and we can get the output. It should be noted that we can also modify the parameters in a particular widget, for example : In neural network widget we can change the number of neurons and add customised hidden layers in order to build a suitable neural network for a definite purpose. Review collected by and hosted on G2.com.
The software is of great use to the newcomers in the field of data mining and machine learning, they can experiment with different algorithms and learn from it. However, there are some minor flaws in the software which I dislike. Some of the widgets available in the software only takes a specific kind of input that has been an output of another widget. This inputs are not explicitly mentioned and so thats why sometimes it is difficult to figure out the error of why the widget is not accepting the input. Instead it should be mentioned in each widget about the inputs and outputs in a detailed way. Review collected by and hosted on G2.com.
30 out of 31 Total Reviews for Orange
Overall Review Sentiment for Orange
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It is the best alternative for database management and analysis without even coding. Orange makes Machine learning easy, and non-coders can quickly train and test their models. If you know how Machine learning works and have a workflow in your mind, but can't proceed because you are into coding, then Orange is the perfect solution for you. Review collected by and hosted on G2.com.
A smooth interface is missing in orange. The user interface can be better on Orange; the text size is less in my last version. Also, the colour schemas they use in their products can be improved. Review collected by and hosted on G2.com.
Orange is excellent for the analysis of data and topic modeling techniques. Orange data mining is used for semantic analysis and different word analyses. It is best to take separate analyses for the dataset. Review collected by and hosted on G2.com.
Steep learning curve
Limited documentation
Memory usage
Limited advanced analytics capabilities
Limited scalability
This could be better if it had some excellent guidelines for the freshers. Review collected by and hosted on G2.com.
I appreciate the versatility of Orange Analytics, as it supports a wide range of data analysis tasks, including data preprocessing, feature selection, clustering, classification, regression, and more. This flexibility allows users to address various analytical challenges within a single tool Review collected by and hosted on G2.com.
While Orange Analytics aims to provide a user-friendly interface, some users may find that there is still a learning curve involved, especially if they are new to data analysis or visual programming. Understanding how to effectively use the tool and make the most of its features may require some initial investment of time and effort. Review collected by and hosted on G2.com.
Its a good tool to use for kids. It uses a block diagram method to show data analytics. It also has public databases like Iris for studying purposes. You can also make your own databases. There are different operations that can be performed including machine learning algorithms. Review collected by and hosted on G2.com.
If the algorithm you want to use is not applicable on the data set, it does not give very meaningful error messages. I wish it would explain the problem better and propose a solution too. Review collected by and hosted on G2.com.
Mostly I liked this is the open-source which helps in machine learning and Data visualization. I'm using for last few days but happy with it Review collected by and hosted on G2.com.
Nothing much I am just using it since last someday.. Review collected by and hosted on G2.com.
The interface is user-friendly, which makes it easy for beginners to use (especially at a basic level with basic features). I also like the massive array of data analysis techniques and options it gives. Review collected by and hosted on G2.com.
There is little documentation to learn how to use it at an advanced level. Also, it depends a lot on python's external libraries. Review collected by and hosted on G2.com.
Has a nice user interface for doing data analyses
GUI with drag-and-drop features
ML capabilities Review collected by and hosted on G2.com.
Customization is a bit limited in case you need to scale things up Review collected by and hosted on G2.com.
Easy to install and use, many tutorials on Youtube, good help Review collected by and hosted on G2.com.
Difficult to get in relation with support team to give suggestions, difficult to build new widgets Review collected by and hosted on G2.com.
