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Astype bool. values df1 predicted. values auc1 pd. Series auc1 name auc auc1 pd. DataFrame auc1 auc1 auc11 auc1 auc1 model Sample Smote print confusionmatrix df1 Class. Astype bool. values df1 predicted. values mcc1 pd. Series mcc1 name mcc auc1 MCC pd. DataFrame mcc1 pc1 precisionscore df1 Class. astype bool. values df1 predicted. values pc1 pd. Series pc1 name pc1 auc1 Precision pd. DataFrame pc1 f11 f1score df1 Class. astype bool. values df1 predicted. values f11 pd. Series...
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Deep learning is a subfield of machine learning that uses neural networks to model complex patterns in large amounts of data, while traditional machine learning relies on manually engineered features and algorithms.
Individuals or organizations that are implementing machine learning models, either deep learning or traditional, may be required to file reports or document their methods.
To fill out a report comparing deep learning vs traditional machine learning, one should clearly outline the methods used, the data sources, the model architectures, and the performance metrics.
The purpose of comparing deep learning vs traditional machine learning is to understand the strengths and weaknesses of each approach in order to choose the most suitable method for a specific problem.
The report should include details about the data used, the preprocessing steps, the model architectures, the training process, the evaluation metrics, and the results obtained from both the deep learning and traditional methods.
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