Another repository for trying out machine learning algorithms for classification. This is an exercise repository. Script 0 analyses the dataset, and has been used for oversampling and undersampling the data creating new csv files when I tried to improve performances. That's why there's that ugly commented code in the file. Script 1 is for trying the different algorithms one at a time, while script 2 is to try kfold cross validation before classification (one algorithm at a time). Script 3 generates learning curves for all algorithms and script 4 performs kfold cross validation and classification for all algorithms (those two might be slow on a laptop).
mdepasquale21/ml-classification-exercise-2
This commit does not belong to any branch on this repository, and may belong to a fork outside of the repository.
Folders and files
Name | Name | Last commit message | Last commit date | |
---|---|---|---|---|
Repository files navigation
About
Another repository for trying out machine learning algorithms for classification
Topics
python
machine-learning
sklearn
machine-learning-algorithms
python3
supervised-learning
classification
python-3
classification-algorithm
machine-learning-python
practice-project
supervised-machine-learning
machine-learning-practice
supervised-learning-algorithms
sklearn-library
classification-algorithms
Resources
Stars
Watchers
Forks
Releases
No releases published
Packages 0
No packages published