I will analyze your dataset with Weka and perform machine learning

Name: analyze your dataset with Weka and perform machine learning
Brand: datastatistiqueIT
SKU: S463864
Availability: OnlineOnly

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Proposé par datastatistiqueIT •IT expert & Data engineer (so data analyst) Professionnel Ventes au total 48

Weka is a popular open-source software suite dedicated to machine learning and data mining.

It was developed at the University of Waikato in New Zealand, hence its name "Weka" (which is the local name for a flightless bird, Gallirallus australis).

In simple terms, Weka is a powerful toolkit that allows users, whether experts or beginners, to :

- Apply a wide range of machine learning algorithms to their data.
- Preprocess their data to prepare it for analysis.
- Visualize data and analysis results.
- Evaluate the performance of machine learning models.

Here are the key features of Weka
Explorer : The main interface for data exploration and analysis
Experimenter : To run and compare machine learning experiments in an automated way
KnowledgeFlow : A diagram-based interface to design machine learning workflows.
Workbench : A newer interface combining the features of other interfaces
Command Line : For more advanced users, Weka can also be used via the command line, offering more flexibility and automation.

Weka integrates a vast library of machine learning algorithms covering :

- Classification : Decision trees, neural networks, support vector machines (SVM)
- Regression : Linear regression, regression trees
- Clustering: K-means, EM
- Association rules: Apriori
- Data preprocessing: Filtering, normalization, dimensionality reduction
- Visualization: Histograms, scatter plots

Weka is designed to be extensible. Users can add their own algorithms, filters, and visualizations using an open API.

It supports various common data formats, including ARFF (Attribute-Relation File Format), CSV, C4.5, and can connect to databases.

With this service, I offer to perform data analysis (for machine learning or other purposes) using Weka for you.

My work process
Service order
Data and instructions transmission (specifications)
Analysis with Weka and results delivery

You will be responsible for specifying the desired analyses.
The data volume (dataset) must contain a maximum of 100,000 rows of data and have a maximum size of 100 MB (0.1 GB)