# concept-drift-datasets-scikit-multiflow

**Repository Path**: wu-man/concept-drift-datasets-scikit-multiflow

## Basic Information

- **Project Name**: concept-drift-datasets-scikit-multiflow
- **Description**: concept drift datasets edited to work with scikit-multiflow directly
- **Primary Language**: Unknown
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 1
- **Created**: 2020-04-08
- **Last Updated**: 2021-12-18

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# concept-drift-datasets-scikit-multiflow

Concept drift datasets edited to work with Scikit-multiflow directly.

Real:


| Dataset  | # Features | # Classes | # Samples |
| --------- | --------: | --------: | --------: |
| LUdata  | 31 | 2 | 1.901 |
| Airlines | 7 | 2 | 539.383 |
| Chessweka  | 8 | 2 | 503 |
| Covtype | 54 | 7 | 581.012 |
| Elec  | 6 | 2 | 45.312 |
| Outdoor Stream | 21 | 40 | 4.000 |
| Phishing  | 46 | 2 | 11.055 |
| Poker | 10 | 10 | 829.201 |
| Rialto  | 27 | 10 | 82.250 |
| Spam | 499 | 2 | 6.213 |
| Weather  | 8 | 2 | 18.159 |

Artifical:


| Dataset  | # Features | # Classes | # Samples |
| --------- | --------: | --------: | --------: |
| InterchangingRBF  | 2 | 15 | 200.000 |
| MixedDrift | 2 | 15 | 600.000 |
| MovingRBF  | 10 | 5 | 200.000 |
| Moving Squares | 2 | 4 | 200.000 |
| Rotating Hyperplane  | 10 | 2 | 200.000 |
| SEA Big | 3 | 2 | 100.000 |
| Sea Stream | 3 | 2 | 40.000 |
| Transient Chessboard  | 2 | 8 | 200.000 |



Datasets are taken from: <br/>
https://sites.google.com/site/zliobaite/resources-1 <br/>
https://archive.ics.uci.edu/ml/datasets.php <br/>
https://github.com/gditzler/ConceptDriftResources <br/>
https://github.com/tegjyotsingh/ConceptDriftInduction <br/>
https://github.com/vlosing/driftDatasets <br/>
http://www.liaad.up.pt/kdus/products/datasets-for-concept-drift <br/>