To build a predictive model using machine learning to predict the probability of a device failure. When building this model, be sure to minimize false positives and false negatives. The column you are trying to Predict is called failure with binary value 0 for non-failure and 1 for failure.
python
data-science
machine-learning
numpy
jupyter-notebook
logistic
pandas
seaborn
kaggle
supervised-learning
maintenance
logistic-regression
knn-classifier
googlecolab
decsion-tree
device-failure-prediction
cost-reduction
device-failure-analysis
device-failure
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Updated
Jan 8, 2024 - Jupyter Notebook