Credit Scoring App
The Credit Scoring App is designed to determine the creditworthiness of an individual applying for a loan. It takes a set of input variables and uses a deployed "Credit Scoring Model- Decision Tree" workflow as a service to make predictions. This workflow is deployed on KNIME Business Hub as a data app, providing an easy-to-use interface for users to assess their credit eligibility.
Workflow Steps:
The workflow begins when a user accesses the Credit Scoring App through the KNIME Business Hub.
The user is presented with a user-friendly interface to input their personal information.
User Input Collection:
Collect input variables from the user, which are required for credit scoring:
1. Gender
2. Home Ownership
3. Education
4. Marital Status
5. Income
6. Age
7. Number of Children
Construct a JSON body with the user-provided input variables.
Nodes
- Text Output Widget12 ×
- Text Output9 ×
- CSS Editor8 ×
- Table Row to Variable8 ×
- Inject Variables (Data)5 ×
- Merge Variables5 ×
- Single Selection Widget5 ×
- String Configuration5 ×
- CASE Switch Start4 ×
- Empty Table Switch4 ×
- Table Creator4 ×
- Variable Expressions4 ×
- Color Manager3 ×
- Column Filter3 ×
- Column Renamer3 ×
- Integer Widget3 ×
- JSON Path3 ×
- Row Filter3 ×
- String Widget3 ×
- Tile View (JavaScript)3 ×
- Ungroup3 ×
- Variable Creator3 ×
- GET Request2 ×
- GroupBy2 ×
- Refresh Button Widget2 ×
- Rule Engine2 ×
- Rule Engine Variable2 ×
- String Manipulation2 ×
- Variable to Table Row2 ×
- Binary Classification Inspector1 ×
- Boolean Widget1 ×
- CASE Switch End1 ×
- CSV Reader1 ×
- Catch Errors (Data Ports)1 ×
- Cell Splitter1 ×
- Column Expressions1 ×
- Column Resorter1 ×
- Container Input (JSON)1 ×
- Cross Joiner1 ×
- IF Switch1 ×
- JSON Transformer1 ×
- Modify Time1 ×
- Modify Time Zone1 ×
- POST Request1 ×
- RowID1 ×
- Rule-based Row Filter1 ×
- String Manipulation (Variable)1 ×
- String to Date&Time1 ×
- Transpose1 ×
- Table View1 ×
- Try (Data Ports)1 ×
- Variable to Credentials1 ×
Extensions
- FeatureKNIME Base nodes
- FeatureKNIME Column Expressions (Labs)
- FeatureKNIME JavaScript Views
- FeatureKNIME JavaScript Views (Labs)
- FeatureKNIME Javasnippet
- Show all 10 modules
Links
- No links available