TipDM data mining modeling platform is based on the Python engine, open source platform for data mining modeling. Platform abundance of data analysis and mining modeling component, the user can program in the absence of base, the dragging operation by way of the data input and output, data preprocessing, mining model, the model evaluation flow through other links of way to connect, to help users quickly build data mining engineering to enhance the efficiency of data processing. Platform interface shown in Fig.
Key Features:
- Based Python, for data mining model.
- Using an intuitive graphical user interface drag and drop build data mining process without programming.
- It supports a variety of data sources, including CSV files and relational databases.
- Each node supports the mining process results online preview.
- 5 provides a total of 40 categories algorithms assembly, including data preprocessing, classification, clustering and other data mining algorithms.
- Support add / edit algorithmic components, a high degree of customization.
- Provide numerous examples of publicly available data mining projects, a key is created, run fast.
- Provide comprehensive exchange community, providing data mining related learning resources (data, code and models, etc.).
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