WEKA - an open source software provides tools for data preprocessing, implementation of several Machine Learning algorithms, and visualization tools so that you can develop machine learning techniques and apply them to real-world data mining problems. What WEKA offers is summarized in the following ...
A variety of free open source technologies can also be used to mine data, including DataMelt, Elki, Orange, Rattle, scikit-learn and Weka. Some software vendors also provide open source options. For example, Knime combines an open source analytics platform with commercial software for managing da...
More Data Mining with Weka (3.5: Representing clusters)16 related questions found What properties should a good clustering method maintain? A good clustering method will produce high quality clusters in which: – the intra-class (that is, intra intra-cluster) similarity is high. – the inter-...
Organizations that provide open source data mining software and applications include Carrot2, Knime, Massive Online Analysis, ML-Flex, Orange, UIMA, and Weka. The risks and challenges of data mining Data mining comes with its share of risks and challenges. As with any technology that involves th...
Weka Explorer The explorer is where you play around with your data and think about what transforms to apply to your data, what algorithms you want to run in experiments. Weka Explorer Interface The Explorer interface is divided into 5 different tabs: Preprocess: Load a dataset and manipulate th...
Converting Data Mining Metrics into Financial Terms− A general data mining metric is the measure of "Lift". Lift is a measure of what is achieved by using the specific model or pattern relative to a base rate in which the model is not used. High values mean much is achieved. It can...
Data Analysis Software Orange Data mining, Anaconda, R Software Environment, Scikit-learn, Weka Data Mining, Shogun, Tableau Public, DataMelt, Microsoft R, Trifacta, SciPy, ELKI, KNIME Analytics Platform Community, Scilab, TANAGRA, Dataiku DSS Community, DataPreparator, ITALASSI, HP Vertica Advanced...
machine learning platforms and libraries, including TensorFlow, Weka, Scikit-learn, Keras and PyTorch; Jupyter Notebook, a web application for sharing documents with code, equations and other information; and data visualization tools and libraries, such as Tableau, D3.js and Matplotlib. ...
Weka Data Mining Compare 9.1 6.591 Microsoft R Compare 8.0 6.455 Apache Mahout Compare 7.5 8.753 GNU Octave Compare 7.5 6.153 GraphLab Create Compare 7.6 8.350 SciPy Compare 7.5 8.850 KNIME Analytics Platform Community Compare 8.5 7.449 Apache Spark Compare 7.7 8.148 TANAGRA Compare 7.5 7.348 Dataiku...
% alone is what percent of tool voters used only that tool alone. For example, only 5.6% of voters that used Weka used only Weka, while 43% of Predixion Software users used that tool alone. For a few tools like Qlikview that were not included in 2012 poll, there are no 2012 numbers...