Anomaly Detection Model to classify if your device has normal or abnormal activity

In this model, firstly I have loaded the dataset and do the data preprocessing of scaling , encoding and handling missing values and then using 5 models I have used GridSearchCV and RandomSearchCv methods for hyperparameter tuning for all models and found RandomForest model to be best among all methods and predict the output of test dataset given.

7/4/2024
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Tags:  

#python 

#classification 

#machine-learning