"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...
One way we've done this in the past is by applying isotonic regression (the Pool-Adjacent-Violators Algorithm or PAV) on the graphs that need to be monotonic. We'll leave this issue open to track the demand for this feature, and will update this thread once we've made some progress ...
The algorithm The characterization of a unit cell with cell2mol only requires its crystallography file (i.e., the cif). After an initial formatting with the cif2cell code38, the characterization proceeds in two main steps (see detailed workflow in Supplementary Note 1). The goal of step ①...
We developed an alternating least squares (ALS) algorithm for estimating parameters of the convex GSCA model, which does not require standardizing blocks of indicators that have the same measurement scales within the blocks. The algorithm not only enables information on the variances of each block ...
Therefore, data mining is an exploratory practice, it is not oriented toward anything like a proof of evidence. This raises the issue of how valid the results of such exploratory studies are, and how their validity can be assessed. If a pattern detection algorithm (or clustering algorithm) ...
"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...
Therefore, data mining is an exploratory practice, it is not oriented toward anything like a proof of evidence. This raises the issue of how valid the results of such exploratory studies are, and how their validity can be assessed. If a pattern detection algorithm (or clustering algorithm) ...
"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 ...