Kumar, I. E., Venkatasubramanian, S., Scheidegger, C. & Friedler, S. Problems with Shapley-value-based explanations as feature importance measures. In Proc. International Conference on Machine Learning 5491–5500 (PMLR, 2020). Sundararajan, M. & Najmi, A. The many Shapley values for model...
The Survey has laid a lot of importance on consumption growing to pre-pandemic levels led through Govt spending on infra and uptick in housing cycle helping revive the construction sector. Based on this commentary it would be safe to say that the Budget tomorrow will continue to focus on boost...
Sr// I have at the request of Several Gentlemen Calculated an Ephemeris for the year 1791 which I presented unto Mr. Hayes printer in Baltimore, and he received it in a very polite manner and told me he would gladly print the Same provided the Calculations Came any ways near the truth, ...
Commenting on the parliament response, Ajay Kumar, Partner at Triumvir Law, stated that the government seemed to be following a wait-and-watch policy. “It’s good that the government is taking its time, as bad regulation can be worse than no regulation. The G-20, the Financial Action...
Koji Wakamatsu and Kiyoshi Kurosawa both delivered the best works of their careers, while there were no shortage of promising debuts. I haven't even had a chance to see the big anime releases of the year yet, Mamoru Oshii's Sky Crawlers and Hayao Miyazaki's Ponyo on the Cliff by the Se...
Lewis DD, Yang Y, Rose TG, Li F (2004) RCV1: a new benchmark collection for text categorization research. J Mach Learn Res 5:361–397 Google Scholar Li B (2016a) Importance weighted feature selection strategy for text classification. In: Proceedings of the international conference on Asia...
In one striking case, Pomerantz and Garner (1973) used stimuli with two stimulus dimensions (left and right element), each with two levels (left and right curvature of a parenthesis (See Fig. 4) ). Subjects had grave difficulties responding selectively to the left or the right parenthesis; ...
Music recommender systems have become a key technology to support the interaction of users with the increasingly larger music catalogs of on-line music str
Therefore, in other words, a feature selection based on the Shapley value feature attributions is influenced by features that should not be considered for feature selection. To evaluate the importance of this problem, we developed a novel solution for feature selection based on the conditional ...
In addition, this integration also allows a ranking of feature importance to be derived, which helps to identify influential features. This is valuable for understanding the impact of data and features, as well as for feature selection, and improves model performance [26]....