"Purifying Interaction Effects with the Functional ANOVA: An Efficient Algorithm for Recovering Identifiable Additive Models" (B. Lengerich, S. Tan, C. Chang, G. Hooker, R. Caruana 2019) @article{lengerich2019purifying, title={Purifying Interaction Effects with the Functional ANOVA: An Efficient Al...
TreeSHAP is an algorithm to compute SHAP values for tree ensemble models such as decision trees, random forests, and gradient boosted trees in a polynomial-time proposed by Lundberg et. al (2018)¹. The algorithm allows us to reduce the complexity from O(TL2^M)to O(TLD^2) (T = numb...
(8) and Eq. (9). Similar observations of multiple peaks in the learning curves were made before36 in the context of ridgeless regression on polynomial kernels.As an example of the effect of kernel spectrum on double-descent, consider a power law \({\bar{\eta }}_{K}={K}^{-s}\) ...
we found a reduction in the overall percentage of bouts longer than one respiration in theFoxp2-SDmice. This reduction could be the result of USVs being more likely to be patterned into bouts, which is evident from the higher percentage of bouts with more ...
Use the method of finite differences to determine a polynomial model. |x|y |1|1 |2|2 |3|4 |4|8 |5|16 |6|31 |7|57 Calculate the following and explain the meaning of the parentheses: -4^4 ( 5)^2 ( 3)^5 Use Newton's interpolating polynomial (Fourth order) to determ...
"Purifying Interaction Effects with the Functional ANOVA: An Efficient Algorithm for Recovering Identifiable Additive Models" (B. Lengerich, S. Tan, C. Chang, G. Hooker, R. Caruana 2019) @article{lengerich2019purifying, title={Purifying Interaction Effects with the Functional ANOVA: An Efficient Al...