Which technique utilizes machine learning algorithms to automatically detect outliers?Review LaterScatter PlotsHistogramsEye TestMachine Learning Assist

Which of the following machine learning techniques helps in detecting the outliers in data?

A Machine Learning technique that helps in detecting the outliers in data.(1 Point)ClusteringClassificationAnomaly DetectionAll of the above

Which of the following is a technique for reducing the impact of outliers on a supervised learning model?Review LaterRemoving the outliers from the datasetWinsorizing the dataUsing a robust loss functionAll of the above

Which clustering algorithm is particularly useful for identifying outliers in the data?DBSCANHierarchical clusteringK-MeansAgglomerative clusteringClear selection

What is anomaly detection?Answer areaA supervised learning technique to classify data pointsAn unsupervised learning technique to identify rare events or observationsA regression technique to predict future data pointsA clustering technique to group similar data points