Useful tips for everyday
How do you save a model after every epoch in Keras? Let’s say for example, after epoch = 150 is over, it will be saved…
Does class imbalance affect clustering? Finding minority class examples effectively and accurately without losing overall performance is the objective of class imbalance learning. The fundamental…
How do you organize a dataset? Naming and Organising files Use folders – group files within folders so information on a particular topic is located…
Why is cross-validation better than train test split? Cross-validation is usually the preferred method because it gives your model the opportunity to train on multiple…
What is meant by training validation and test data? During training, validation data infuses new data into the model that it hasn’t evaluated before. Validation…
How do you filter a string value in Python? filter() method is a very useful method of Python. One or more data values can be…
What is macro-average and micro-average? A macro-average will compute the metric independently for each class and then take the average hence treating all classes equally,…
What is the class imbalance problem in the given data set? Definition. Data are said to suffer the Class Imbalance Problem when the class distributions…
Does oversampling increase accuracy? You won’t necessarily increase the accuracy of a measurement by oversampling. Any systematic errors and uncertainty will remain. How can you…
How much can an int variable hold? int : -2147483648 to 2147483647. How do you find the max value of an integer? To find the…