6 amateur mistakes I've made working with train-test splits | by Gonzalo Ferreiro Volpi | Towards Data Science
![Machine learning pipeline. We split the data to create a training (80%)... | Download Scientific Diagram Machine learning pipeline. We split the data to create a training (80%)... | Download Scientific Diagram](https://www.researchgate.net/publication/342050057/figure/fig1/AS:911816372801537@1594405372960/Machine-learning-pipeline-We-split-the-data-to-create-a-training-80-and-held-out-test.jpg)
Machine learning pipeline. We split the data to create a training (80%)... | Download Scientific Diagram
![tensorflow - Is it a good idea to mix the validation / testing data with the training data? - Stack Overflow tensorflow - Is it a good idea to mix the validation / testing data with the training data? - Stack Overflow](https://i.stack.imgur.com/XcLRv.png)
tensorflow - Is it a good idea to mix the validation / testing data with the training data? - Stack Overflow
![Remote Sensing | Free Full-Text | Landslide Detection Using Multi-Scale Image Segmentation and Different Machine Learning Models in the Higher Himalayas | HTML Remote Sensing | Free Full-Text | Landslide Detection Using Multi-Scale Image Segmentation and Different Machine Learning Models in the Higher Himalayas | HTML](https://www.mdpi.com/remotesensing/remotesensing-11-02575/article_deploy/html/images/remotesensing-11-02575-g002.png)
Remote Sensing | Free Full-Text | Landslide Detection Using Multi-Scale Image Segmentation and Different Machine Learning Models in the Higher Himalayas | HTML
Example accuracy evolution of the training, validation and test datasets. | Download Scientific Diagram
![On Splitting Training and Validation Set: A Comparative Study of Cross-Validation, Bootstrap and Systematic Sampling for Estimating the Generalization Performance of Supervised Learning | SpringerLink On Splitting Training and Validation Set: A Comparative Study of Cross-Validation, Bootstrap and Systematic Sampling for Estimating the Generalization Performance of Supervised Learning | SpringerLink](https://media.springernature.com/lw685/springer-static/image/art%3A10.1007%2Fs41664-018-0068-2/MediaObjects/41664_2018_68_Fig1_HTML.png)
On Splitting Training and Validation Set: A Comparative Study of Cross-Validation, Bootstrap and Systematic Sampling for Estimating the Generalization Performance of Supervised Learning | SpringerLink
Visual representation of the training, test, and validation split using... | Download Scientific Diagram
![Algorithm (A) training times and (B) testing times on sample dataset.... | Download Scientific Diagram Algorithm (A) training times and (B) testing times on sample dataset.... | Download Scientific Diagram](https://www.researchgate.net/publication/335889036/figure/fig3/AS:804468576759814@1568811663982/Algorithm-A-training-times-and-B-testing-times-on-sample-dataset-The-dataset-is.png)