KNIME Software Features
What are the features of KNIME Software?
Statistical Tool
- Scripting
- Data Mining
- Algorithms
Data Analysis
- Analysis
- Data Interaction
Decision Making
- Modeling
- Data Visualizations
- Report Generation
- Data Unification
Administration
- Quality Control
- Data Sampling
- Collaboration
Capabilities
- Data Visualization
Methodology
- Regression
- Time Series Analysis
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KNIME Software Categories on G2
Filter for Features
Statistical Tool
Scripting | As reported in 34 KNIME Software reviews. Supports a variety of scripting environments | 82% (Based on 34 reviews) | |
Data Mining | Mines data from databases and prepares data for analysis This feature was mentioned in 39 KNIME Software reviews. | 84% (Based on 39 reviews) | |
Algorithms | As reported in 37 KNIME Software reviews. Applies statistical algorithms to selected data | 84% (Based on 37 reviews) |
Data Analysis
Analysis | Analyzes both structured and unstructured data This feature was mentioned in 30 KNIME Software reviews. | 86% (Based on 30 reviews) | |
Data Interaction | As reported in 39 KNIME Software reviews. Interacts with data to prepare it for visualizations and models | 85% (Based on 39 reviews) |
Decision Making
Modeling | Offers modeling capabilities 28 reviewers of KNIME Software have provided feedback on this feature. | 86% (Based on 28 reviews) | |
Data Visualizations | As reported in 38 KNIME Software reviews. Creates data visualizations or graphs | 82% (Based on 38 reviews) | |
Report Generation | Based on 36 KNIME Software reviews. Generates reports of data performance | 81% (Based on 36 reviews) | |
Data Unification | Based on 37 KNIME Software reviews. Unifies information on a singular platform | 86% (Based on 37 reviews) |
Model Development
Language Support | As reported in 12 KNIME Software reviews. Supports programming languages such as Java, C, or Python. Supports front-end languages such as HTML, CSS, and JavaScript | 89% (Based on 12 reviews) | |
Drag and Drop | Offers the ability for developers to drag and drop pieces of code or algorithms when building models 12 reviewers of KNIME Software have provided feedback on this feature. | 96% (Based on 12 reviews) | |
Pre-Built Algorithms | Provides users with pre-built algorithms for simpler model development 12 reviewers of KNIME Software have provided feedback on this feature. | 88% (Based on 12 reviews) | |
Model Training | As reported in 11 KNIME Software reviews. Supplies large data sets for training individual models | 95% (Based on 11 reviews) | |
Pre-Built Algorithms | Provides users with pre-built algorithms for simpler model development 12 reviewers of KNIME Software have provided feedback on this feature. | 81% (Based on 12 reviews) | |
Model Training | As reported in 11 KNIME Software reviews. Supplies large data sets for training individual models | 83% (Based on 11 reviews) | |
Feature Engineering | Transforms raw data into features that better represent the underlying problem to the predictive models 12 reviewers of KNIME Software have provided feedback on this feature. | 85% (Based on 12 reviews) |
Machine/Deep Learning Services
Computer Vision | Offers image recognition services | Not enough data | |
Natural Language Processing | Offers natural language processing services This feature was mentioned in 10 KNIME Software reviews. | 90% (Based on 10 reviews) | |
Natural Language Generation | Offers natural language generation services | Not enough data | |
Artificial Neural Networks | Offers artificial neural networks for users | Not enough data | |
Computer Vision | Based on 10 KNIME Software reviews. Offers image recognition services | 85% (Based on 10 reviews) | |
Natural Language Understanding | Based on 11 KNIME Software reviews. Offers natural language understanding services | 85% (Based on 11 reviews) | |
Natural Language Generation | Offers natural language generation services | Not enough data | |
Deep Learning | Based on 10 KNIME Software reviews. Provides deep learning capabilities | 85% (Based on 10 reviews) |
Deployment
Managed Service | Manages the intelligent application for the user, reducing the need of infrastructure This feature was mentioned in 11 KNIME Software reviews. | 91% (Based on 11 reviews) | |
Application | Based on 11 KNIME Software reviews. Allows users to insert machine learning into operating applications | 94% (Based on 11 reviews) | |
Scalability | Provides easily scaled machine learning applications and infrastructure This feature was mentioned in 12 KNIME Software reviews. | 90% (Based on 12 reviews) | |
Managed Service | Manages the intelligent application for the user, reducing the need of infrastructure | Not enough data | |
Application | As reported in 11 KNIME Software reviews. Allows users to insert machine learning into operating applications | 91% (Based on 11 reviews) | |
Scalability | As reported in 12 KNIME Software reviews. Provides easily scaled machine learning applications and infrastructure | 89% (Based on 12 reviews) |
Administration
Quality Control | Data quality consists of deduplication, cleansing, and appending your marketing database. This feature was mentioned in 22 KNIME Software reviews. | 86% (Based on 22 reviews) | |
Data Sampling | Allows users to select samples of data for defined procedures. This feature was mentioned in 24 KNIME Software reviews. | 90% (Based on 24 reviews) | |
Collaboration | Share data across your organization. 23 reviewers of KNIME Software have provided feedback on this feature. | 89% (Based on 23 reviews) |
Capabilities
Data Visualization | Based on 24 KNIME Software reviews. Communicate complex information clearly and effectively through advanced graphical techniques. | 89% (Based on 24 reviews) | |
Survival Analysis | As reported in 21 KNIME Software reviews. Supports evaluation of durations, events, and reliability in relation to statistical analysis | 87% (Based on 21 reviews) | |
Risk Data Attributes | As reported in 21 KNIME Software reviews. Identify risk data attributes such as description, category, owner, or hierarchy. | 89% (Based on 21 reviews) | |
Cost Analysis | As reported in 19 KNIME Software reviews. Tools to analyze financial data in order to gain usable insights. | 82% (Based on 19 reviews) |
Methodology
ANOVA Support | Based on 19 KNIME Software reviews. Supports analysis of variance (ANOVA) to determine observed variance. | 87% (Based on 19 reviews) | |
Regression | As reported in 23 KNIME Software reviews. Supports various regression methods such as ordinary least squares (OLS), weighted least squares (WLS), or generalized linear model (GLM). | 90% (Based on 23 reviews) | |
Time Series Analysis | As reported in 22 KNIME Software reviews. Supports the analysis of time series data for predictive analytics and exploratory analysis. | 88% (Based on 22 reviews) |
System
Data Ingestion & Wrangling | Gives user ability to import a variety of data sources for immediate use 13 reviewers of KNIME Software have provided feedback on this feature. | 94% (Based on 13 reviews) | |
Language Support | Based on 11 KNIME Software reviews. Supports programming languages such as Java, C, or Python. Supports front-end languages such as HTML, CSS, and JavaScript | 89% (Based on 11 reviews) | |
Drag and Drop | As reported in 13 KNIME Software reviews. Offers the ability for developers to drag and drop pieces of code or algorithms when building models | 94% (Based on 13 reviews) |
Generative AI
AI Text Generation | Allows users to generate text based on a text prompt. | Not enough data | |
AI Text Summarization | Condenses long documents or text into a brief summary. | Not enough data | |
AI Text Generation | Allows users to generate text based on a text prompt. | Not enough data | |
AI Text Summarization | Condenses long documents or text into a brief summary. | Not enough data | |
AI Text Generation | Allows users to generate text based on a text prompt. | Not enough data | |
AI Text Summarization | Condenses long documents or text into a brief summary. | Not enough data | |
AI Text-to-Image | Provides the ability to generate images from a text prompt. | Not enough data |
