In this post you will discover how to use Weka Experimenter to improve your results and get the most out of a machine learning algorithm. If you follow along the step-by-step instructions, you will design and run your an algorithm tuning machine learning experiment in under five minutes. ...
You can change the algorithm to use a kernel estimator with the useKernelEstimator argument that may better match the actual distribution of the attributes in your dataset. Alternately, you can automatically convert numerical attributes to nominal attributes with the useSupervisedDiscretization parameter. ...
Wekahas a very simple user interface that can be easily interacted with. It provides a set of intuitive controls that help the user apply different data preprocessing and analytical techniques fairly quickly. To start, there are different options on the home screen that can be used to choose di...
You need to have an environment that has machine learning frameworks with a GUI (graphical user interface) that allows you to interact directly with machine learning algorithms in an intuitive fashion.Weka, for example has a series of implementations of machine learning that are pre-written in Ja...
How do I write an object to a file and read it back? Java is pretty amazing with lots of API and with Java 8 we are fully enabled with lots more APIs like
and validated the proposed research model and hypotheses using a two-staged PLS-SEM and deep neural network machine learning for detecting both linear and non-linear relationships. Elnagar et al. (2022) predicted the intention to use a smartwatch by applying machine learning algorithms using Weka...
acumen for, or some training on advanced analytics, although the technologies they use -- for example,automated machine learningtools -- typically require little to no coding. They often work outside of a data science team but may be incorporated into ones that are embedded in business units....
Originally Answered: Kevin Murphy: What are the best books to use for studying machine learning? Obviously I think my Machine learning textbook is pretty good :) However, the current version is admittedly rather hard for beginners. I am actually in the process of writing the second edition, wh...
Weka Machine Learning Algorithms Weka has a lot of machine learning algorithms. This is great, it is one of the large benefits of using Weka as a platform for machine learning. A down side is that it can be a little overwhelming to know which algorithms to use, and when. Also, the alg...
If you have Java installed (which you very likely do to use Weka), you can also unzip the .jar file manually on the command line using the following command in the directory where the jar was downloaded: 1 jar -xvf datasets-numeric.jar Unzipping the file will create a new directory ...