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In several places, the book suggests that the TreeSHAP algorithm provides exact calculation of the Shapley values:
"Lundberg et. al (2018)46 proposed TreeSHAP, a variant of SHAP for tree-based mach…
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Hi, for some reason 'estimator' isn't an attribute of 'tensorflow' when I test it on Mac.
When I try:
`tf.estimator.Estimator(model_fn)`
I get this error
`AttributeError: module 'tensorf…
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Please see the deployed link [here](https://intro-machine-learning.netlify.app/en/module2).
@kvarada it's important that we are both seeing the same version as sometimes your browser will not update …
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It would be useful to support decision trees from gradient boosting machines. Should be a simple matter of creating a shadow tree from one of the trees in the boosted ensemble. Interested in this one…
parrt updated
3 years ago
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I try to generalize your API and tried to use `daal::algorithms::regression::training::data` for each regression algorithm. Unfortunately this does not work as expected. So I need to specify it for ea…
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### Daily status - August 2021
This is the daily status thread for August 2021. Daily status posts will be put daily (or when I get to it) below this post.
[Click here to see last mon…
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I trained a model with a single iteration:
```python
param = {
'nthread': 10,
'objective': 'multi:softprob',
'eval_metric': 'mlogloss',
'num_class': 3,
'silent': 1,
'ma…
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Hello,
I am wondering if EBM works for multi-label classification or fits to OneVsRestClassifier?
Thanks!
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So far we have primarily used decision trees and MLPs (neural networks) as classifier. we should try some other options to see how performance compares, including
* random forest
* nearest neighbo…
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I think we're at the point where we can fairly safely create a full book outline. It's starting to get messy in terms of organization without it. Once we get that, we may want to go ahead and create e…