Ultima versione
3.8.6

Weka is a popular machine learning software created by the Machine Learning Group at the University of Waikato, based in Hamilton, New Zealand. It is a collection of algorithms for data mining tasks that are particularly well-suited for analysis and predictive modeling. Weka's user-friendly interface makes it easy for both beginners and experts to work with complex datasets and machine learning tasks.

One key feature of Weka is its comprehensive set of tools for data preprocessing, classification, regression, clustering, association rules mining, and visualization. Users can explore their data, run experiments, and generate models to gain insights and make data-driven decisions.

With Weka, users can preprocess raw data by cleaning, filtering, and transforming it to improve the quality of input for machine learning algorithms. The software offers a wide range of options for data preprocessing, including normalization, attribute selection, and missing value handling.

For classification tasks, Weka provides a variety of algorithms such as decision trees, support vector machines, k-nearest neighbors, and random forests. Users can evaluate the performance of these algorithms using cross-validation, confusion matrices, ROC curves, and other techniques.

In addition to classification, Weka supports regression analysis for predicting numerical values based on input features. Users can compare different regression models and select the most suitable one for their specific dataset.

Furthermore, Weka includes clustering algorithms for discovering patterns and groups in unlabeled data. By applying clustering techniques such as k-means or hierarchical clustering, users can uncover hidden structures and relationships within their datasets.

Another strength of Weka is its support for association rules mining, which enables users to find interesting relationships between variables in large datasets. This can be useful for market basket analysis, recommendation systems, and other applications that rely on identifying patterns in transactional data.

Moreover, Weka offers various tools for visualizing data and model outputs. Users can explore the results of their analyses through interactive visualizations such as scatter plots, decision trees, and ROC curves.

Weka is a versatile and powerful tool for machine learning and data mining tasks. Its rich set of algorithms, user-friendly interface, and comprehensive documentation make it an ideal choice for researchers, students, and professionals looking to leverage the power of machine learning in their projects.

Panoramica

Weka è un software Freeware nella categoria Istruzione sviluppato da Machine Learning Group, University of Waikato, Hamilton, NZ.

Gli utenti della nostra applicazione client UpdateStar hanno controllato Weka per aggiornamenti 31 volte durante l'ultimo mese.

L'ultima versione di Weka is 3.8.6, pubblicato su 10/07/2024. Inizialmente è stato aggiunto al nostro database su 29/10/2007. La versione più diffusa è 3.8.6, che viene utilizzato da 100% di tutte le installazioni.

Weka viene eseguito sui seguenti sistemi operativi: Windows.

Gli utenti di Weka ha dato un punteggio di 3. 5 stelle su 5.

Installazioni

31 utenti di UpdateStar avevano Weka installato il mese scorso.
Sicuro e libero download controllato da UpdateStar

Rimani aggiornato
con UpdateStar freeware.

Ultime recensioni

UnlockGo UnlockGo
UnlockGo: la tua soluzione definitiva per rimuovere i blocchi dell'iPhone!
N Network Asset Tracker Pro SE
Gestione della rete senza sforzo con Network Asset Tracker Pro SE
A Acala DivX DVD Player Assist
Acala DivX DVD Player Assist: un'esperienza multimediale di facile utilizzo
E Easy Timesheets
Semplifica le tue attività di monitoraggio del tempo con semplici schede attività
Update for Japanese Microsoft IME Standard Extended Dictionary Update for Japanese Microsoft IME Standard Extended Dictionary
Migliora la tua digitazione in giapponese con l'aggiornamento del dizionario esteso Microsoft IME
AVM FRITZ!Box Dokumentation AVM FRITZ!Box Dokumentation
Documentazione completa per AVM FRITZ! Utenti Box
UpdateStar Premium Edition UpdateStar Premium Edition
Mantenere aggiornato il tuo software non è mai stato così facile con UpdateStar Premium Edition!
Microsoft Visual C++ 2015 Redistributable Package Microsoft Visual C++ 2015 Redistributable Package
Migliora le prestazioni del tuo sistema con Microsoft Visual C++ 2015 Redistributable Package!
Microsoft Edge Microsoft Edge
Un nuovo standard nella navigazione web
Google Chrome Google Chrome
Browser Web veloce e versatile
Microsoft Visual C++ 2010 Redistributable Microsoft Visual C++ 2010 Redistributable
Componente essenziale per l'esecuzione di applicazioni Visual C++
Microsoft Update Health Tools Microsoft Update Health Tools
Strumenti per l'integrità di Microsoft Update: assicurati che il tuo sistema sia sempre aggiornato!

Ultimi aggiornamenti


Hmanager 4.9.4

Hmanager by Aseel Sherwani: An In-Depth Review Hmanager, developed by Aseel Sherwani, is a comprehensive management tool designed to streamline various administrative tasks for businesses and organizations.

Retro Mode - Icon Pack (Neon) 1.13.0

This pixel art icon pack is crafted in Hamburg by pixel artist Moertel, offering a comprehensive collection for Android customization enthusiasts.

Hangman: in words with friends 18

The game "Gallows" is a well-known and engaging word game that challenges players' vocabulary and deductive skills.Gameplay Overview: In Gallows, players receive a prompt that contains a mystery word hidden within a designated field.

Royal Run 3.2.1

The Royal Run is set to take place on May 20, 2024, providing a unique opportunity for the Crown Prince to engage with the Danish public.

Neo Seguradora 2.1.28

Neo offers highly customizable plans, allowing you to select the services that are most relevant to your daily needs, eliminating limitations often found in standard packages. With Neo, you have full control over your coverage options.

Vertical Note - Notepad, Notes 1.1.6

Vertical Note is a notably efficient and streamlined notepad application that facilitates quick note-taking. Its user interface supports rapid entry and retrieval of notes, making it well-suited for users seeking a straightforward digital …