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from link: https://www.kaggle.com/code/desalegngeb/fifa-world-cup-qatar-2022-a-case-for-morocco/data?select=team_data.csv question: Apply any four classification algorithm to the dataset. Give a brief technical description of the techniques and the way the models
from link: https://www.kaggle.com/code/desalegngeb/fifa-world-cup-qatar-2022-a-case-for-morocco/data?select=team_data.csv question: Apply any four classification algorithm to the dataset. Give a brief technical description of the techniques and the way the models are represented. Describe the different techniques you used and the results that you got. All the models will be learned and tested by splitting the dataset in a training and a test dataset, each of which consisting in 70% and 30% of instances, respectively. For each built model, include in you report a screenshot with the algorithm name and the parameter values chosen for its application, and a screenshot with the confusion matrix and the measures of performance of the model (in particular the accuracy). Calculate for each model the precision, sensitivity, specificity and the lift. Choose the best model and justify your answer.
https://www.kaggle.com/code/desalegngeb/fifa-world-cup-qatar-2022-a-case-for-morocco/data?select=team_data.csv
question: Apply any four classification algorithm to the dataset. Give a brief technical description of the techniques and the way the models are represented. Describe the different techniques you used and the results that you got. All the models will be learned and tested by splitting the dataset in a training and a test dataset, each of which consisting in 70% and 30% of instances, respectively. For each built model, include in you report a screenshot with the algorithm name and the parameter values chosen for its application, and a screenshot with the confusion matrix and the measures of performance of the model (in particular the accuracy). Calculate for each model the precision, sensitivity, specificity and the lift. Choose the best model and justify your answer.
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