Explore clustering in writing. Learn the definition of clustering and understand its importance. Discover various examples of clustering in...
85K The writing process often includes intentional stages to create a polished product. Explore the importance of the five stages and subsequent activities in the writing process: prewriting, writing, revising, editing, and publishing. Related to this QuestionWhat...
3. In this example, CLASSIX is first run on a train set (90% of the overall data points) to obtain the clusters, and then tested on the remaining 10% of the data (left vs right plots). In this example, both the train and test data are clustered with 100% accuracy when compared ...
Moreover, utterances may have multiple annotations, in which case we combine them. For example, the utterance “I want to find a comedy movie. Search for movies now showing in Oakland” with as intent find-movies, as act inform, and as slot types genre and location, becomes [find-movies...
For example, using clustering to classify patients into subgroups according to their gene expression profile in cancer research. It can be useful for identifying the molecular profile of patients with good or bad prognostic, as well as for understanding the disease. NNC outperforms the k-means ...
different users may be interested in different views underlying the data [25]. For example, considering either the topics or the writing style in a collection of documents leads to different clustering results. In this study, we consider a setting where clustering is guided through user-defined ...
\(K\)-means is an example of a partitioning clustering algorithm because it operates based on the cluster centroid15,19. Numerous uses of the \(K\)-means cluster have been documented. In addition to enhancing the reliability of wireless sensor networks, \(K\)-means clustering was also used...
Another example: if you’re selling men’s shoes, some of the keywords you might cluster together would be “shoes”, “sneakers”, “loafers”, etc. In simple terms, instead of targeting only one keyword, you’ll target multiple keywords that are HIGHLY relevant to each other. Keyword cl...
In master, hudi-flink maintain the logic of writing to Parquet separately and is inconsistent with the schema of the parquet file written by spark when using complex types. I did some tests using flink and spark to write the same complex type and their schema in parquet is different. The ...
B.K. contributed significantly in the idea, theoretical development, coding of the algorithm and writing of the manuscript. S.D. did the entire real data analysis and contributed in preparing the manuscript. S.B. and R.S. contributed in writing the efficient code for the algorithm. I.M. ...