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## Overview
The purpose of this issue/document is two-fold:
- to summarize the regressions analyses of the project in a **textual form**
- to summarize the results of these regression analyses in …
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I'm tryin to do regression with extraTrees, however it's not obvious how to define more than one value
for the output for each input. I could not find an example. It this feature available ?
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Hi,
the model fit fails if `mtry` is specified for the `aorsf`-engine. If it is not specified, it works with the default engine values.
```r
library(bonsai)
#> Loading required package: parsni…
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It would be great to add BART to the list of models available via numpyro: https://github.com/pymc-devs/pymc3/pull/4183
Happy to take a stab at it given some time.
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Problem: Is it possible to set the minimum number of leave nodes in a tree
catboost version: 1.2.7
Operating System: Window
CPU: Yes
GPU: No
Hi, I am running a CatBoost model for regression, an…
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I propose adding an e-commerce sales prediction model to ML Nexus. This model will utilize historical sales data, marketing spend, customer behavior, and seasonal trends to forecast future sales. It w…
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In the docs, it says that at some point, HyperOpt will also include support for Bayesian optimization through either Gaussian processes or regression trees; any idea on when that could be implemented?…
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**Is your feature request related to a problem? Please describe.**
Honest sampling in forests was first outlined by Breiman et al. 1984 in Classification and Regression Forests, in which it was sug…
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For the ValueTypes, certain transformations done in Lowering trees uses SplitPostGRA to split the block with Global Register Dependencies. RegDepCopyRemoval optimization which works in minimizing the …
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## Summary
Enhancing the Flexibility of Linear Models in Leaf Nodes of Boosted Linear Trees
## Motivation
Linear trees represent a practical technique that not only enhances model performance a…