最新バージョン
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.

概要

Weka は、 Machine Learning Group, University of Waikato, Hamilton, NZによって開発されたカテゴリ 教育 の Freeware ソフトウェアです。

クライアントアプリケーション UpdateStar のユーザーは、先月、更新 31 を Weka 回チェックしました。

Weka の最新バージョン 3.8.6 2024/07/10 にリリースです。 それは最初 2007/10/29 のデータベースに追加されました。 最も普及しているバージョンは 3.8.6、すべてのインストールの 100% によって使用されます。

Weka が次のオペレーティング システムで実行されます: Windows。

ユーザー Weka の 3 5 つの星からの評価を与えた。

インストール

UpdateStarの 31 ユーザーがあった先月装着 Weka。
UpdateStar によって確認された安全で無料のダウンロード

up to date を維持する
UpdateStar フリーウェア。

最新のレビュー

OfficeTab OfficeTab
OfficeTabで開いている複数のドキュメントを簡単に切り替えることができます。
VirusTotal Uploader VirusTotal Uploader
VirusTotal Uploaderでファイルをスキャンしてマルウェアを検出します。
GSview GSview
GSview: 堅牢な Ghostscript GUI
Adobe Illustrator CS3 (Mac) Adobe Illustrator CS3 (Mac)
Adobe Illustrator CS3:ベクターグラフィックスのクラシックツール
Email Control Center Email Control Center
Email Control Centerでメール管理を効率化!
SSD Tweaker SSD Tweaker
SSD TweakerでSSDのパフォーマンスを最適化
UpdateStar Premium Edition UpdateStar Premium Edition
ソフトウェアを最新の状態に保つことは、UpdateStar Premium Edition でかつてないほど簡単になりました。
Microsoft Visual C++ 2015 Redistributable Package Microsoft Visual C++ 2015 Redistributable Package
Microsoft Visual C++ 2015再頒布可能パッケージでシステムパフォーマンスを向上させましょう!
Microsoft Edge Microsoft Edge
Webブラウジングの新しい標準
Google Chrome Google Chrome
高速で用途の広いWebブラウザ
Microsoft Visual C++ 2010 Redistributable Microsoft Visual C++ 2010 Redistributable
Visual C++ アプリケーションの実行に不可欠なコンポーネント
Microsoft Update Health Tools Microsoft Update Health Tools
Microsoft Update Health Tools:システムが常に最新であることを確認してください。

最新のアップデート


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 …

Flow Auto Clicker: Auto Tapper 1.2.6

Flow Auto Clicker is a tool designed to automate repetitive touch interactions on Android devices, including taps, swipes, and long presses at customizable intervals and locations.