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Both XGBoost and LightGBM support a "Random Forest" mode.
In XGBoost you set the `num_parallel_tree` parameter with `nrounds=1` (https://xgboost.readthedocs.io/en/latest/R-package/discoverYourDat…
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Hi, I found a Python-version bug exactly the same as [this R-version bug](https://github.com/dmlc/xgboost/issues/9408).
Minimal code to reproduce is shown below,
```python
import pandas as pd
…
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Problem: package name and import names differ.
Package name : SwiftXGBoost
import name : XGBoost
so Package.swift needs:
.package(name:"SwiftXGBoost", ...)
and
target needs:
.dependencies …
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We should allow a user to specify if they want to impose monotonic constraints on any of the variables that are feeding into their model.
Not all modeling approaches support this. Xgboost does
* h…
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I am getting the same error in XGBoost: tried versions 1.0 and 1.2. I never got such an error with a less parallelized processor. The processor on which I started to get the error is Ryzen Threadrippe…
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Hi Byron (@bcjaeger)!
I performed a small benchmark related to this [PR](https://github.com/mlr-org/mlr3extralearners/pull/385): I wanted to know across all survival `mlr3` learners that produce a …
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Ideally, industry standards for ML accuracy are usually between 70% and 90%. Currently, this project's base model is at 63% accuracy.
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**Problem description:**
We were able to serialize the XGBoost model with MLeap using the older PySpark API (https://github.com/dmlc/xgboost/pull/4656) as shown below:
```
import mleap.pyspark
f…
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Just wondering if you saw the same issue before:
```kubectl get pods -n demo
NAME READY STATUS RESTARTS AGE
dask-sql-fd948f7d9-pxwdm 0/1 R…
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**Describe the bug**
Not sure it is the case for all examples, but for the mortgage ETL + XGBoost example there are some non-trivial discrepancies. Example:
python script has udfs: https://github…