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What is FPR TPR? True Positive Rate(TPR): True Positive/positive False Positive Rate(FPR): False Positive /Negative. False Negative Rate(FNR): False Negative/Positive. How is TPR FPR calculated?…
Is labeled data used in machine learning? In machine learning, if you have labeled data, that means your data is marked up, or annotated, to…
Is fraud detection supervised or unsupervised? As a result, both supervised and unsupervised models play important roles in fraud detection and must be woven into…
Which field is best in data science? Highest Paying Data Science Jobs in India Data Analyst. Role: Data analysts transform and manipulate large data sets.…
What does a high log loss mean? Log-loss is indicative of how close the prediction probability is to the corresponding actual/true value (0 or 1…
How does naive Bayes predict? It is a classification technique based on Bayes’ Theorem with an assumption of independence among predictors. In simple terms, a…
What statistical test is used for gender? An independent samples t-test is used when you want to compare the means of a normally distributed interval…
Can we use Holt-Winters smoothing with a time series with a strong trend? Holt ES can be used to forecast time series data that has…
What is bias in a machine learning model? Machine learning bias, also sometimes called algorithm bias or AI bias, is a phenomenon that occurs when…
How do you determine coherence in writing? The structure of a coherent paragraph includes a topic sentence, which focuses on the main idea. The topic…