File Exchange

DSciBox

Version 1.0.9 (33.4 KB) by David Ferreira
DSciBox (Data Science Toolbox) has tools for data preprocessing, classification, regression and clustering, etc.
0.0
(0)

103 Downloads

Updated 15 Aug 2020

From GitHub

View License on GitHub

Currently available functions:

PREPROCESSING

- Principal Component Analysis
- Min-Max Normalizer
- Quantile Binning Transformation
- Feature Selection Based on Information Gain

UTILITIES

- Simple or Stratified Random Sampling
- Cross Validation
- Accuracy Classification Score
- Information Entropy
- Quantile Analysis
- Distance Matrix

CLASSIFICATION

- k-Nearest Neighbors
- Naive Bayes
- Decision Tree
- Perceptron Network

REGRESSION

- Linear Regression

CLUSTERING

- k-Means

Cite As

David Ferreira (2023). DSciBox (https://github.com/ferreirad08/DSciBox/releases/tag/1.0.9), GitHub. Retrieved .

MATLAB Release Compatibility
Created with R2016a
Compatible with any release
Platform Compatibility
Windows macOS Linux

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!

dscibox_src/+dsb_classification

dscibox_src/+dsb_clustering

dscibox_src/+dsb_preprocessing

dscibox_src/+dsb_regression

dscibox_src/+dsb_utils

Version Published Release Notes
1.0.9

See release notes for this release on GitHub: https://github.com/ferreirad08/DSciBox/releases/tag/1.0.9
1.0.8

See release notes for this release on GitHub: https://github.com/ferreirad08/DSciBox/releases/tag/1.0.8
1.0.7

See release notes for this release on GitHub: https://github.com/ferreirad08/DSciBox/releases/tag/1.0.7
1.0.6

See release notes for this release on GitHub: https://github.com/ferreirad08/DSciBox/releases/tag/1.0.6
1.0.5

See release notes for this release on GitHub: https://github.com/ferreirad08/DSciBox/releases/tag/1.0.5
1.0.4

See release notes for this release on GitHub: https://github.com/ferreirad08/DSciBox/releases/tag/1.0.4
1.0.3

See release notes for this release on GitHub: https://github.com/ferreirad08/DSciBox/releases/tag/1.0.3
1.0.2

See release notes for this release on GitHub: https://github.com/ferreirad08/DSciBox/releases/tag/1.0.2
1.0.1

See release notes for this release on GitHub: https://github.com/ferreirad08/DSciBox/releases/tag/1.0.1
1.0.0

To view or report issues in this GitHub add-on, visit the GitHub Repository.
To view or report issues in this GitHub add-on, visit the GitHub Repository.