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Understanding Social And Collaborative Business Intelligence

datapine

Social BI indicates the process of gathering, analyzing, publishing, and sharing data, reports, and information. Popularity is not just chosen to measure quality, but also to measure business value. Through feedback mechanisms including comments, ratings, tags, blogs, and microblogs, the results of published BI can be enhanced.

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Experiment design and modeling for long-term studies in ads

The Unofficial Google Data Science Blog

by HENNING HOHNHOLD, DEIRDRE O'BRIEN, and DIANE TANG In this post we discuss the challenges in measuring and modeling the long-term effect of ads on user behavior. Nevertheless, A/B testing has challenges and blind spots, such as: the difficulty of identifying suitable metrics that give "works well" a measurable meaning.

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ML internals: Synthetic Minority Oversampling (SMOTE) Technique

Domino Data Lab

This renders measures like classification accuracy meaningless. The use of multiple measurements in taxonomic problems. Proceedings of the Fourth International Conference on Knowledge Discovery and Data Mining, 73–79. Morgan Kaufmann Publishers Inc. Machine Learning, 57–78. Dua, D., & Graff, C. Quinlan, J.

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Changing assignment weights with time-based confounders

The Unofficial Google Data Science Blog

Companies like Google [2], Amazon [3], and Microsoft [4] have all published scholarly articles on this topic. For this reason we don’t report uncertainty measures or statistical significance in the results of the simulation. Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining.

article thumbnail

Understanding Social And Collaborative Business Intelligence

datapine

Social BI indicates the process of gathering, analyzing, publishing, and sharing data, reports, and information. Popularity is not just chosen to measure quality, but also to measure business value. Through feedback mechanisms including comments, ratings, tags, blogs, and microblogs, the results of published BI can be enhanced.