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Commit484b2fc

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Added random_state as an available hyper parameter for xgboost models (#659)
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‎pgml-extension/src/bindings/xgboost.rs

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@@ -129,6 +129,7 @@ fn get_tree_params(hyperparams: &Hyperparams) -> tree::TreeBoosterParameters {
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"max_bin" => params.max_bin(value.as_u64().unwrap()asu32),
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"booster" |"n_estimators" |"boost_rounds" =>&mut params,// Valid but not relevant to this section
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"nthread" =>&mut params,
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"random_state" =>&mut params,
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_ =>panic!("Unknown hyperparameter {:?}: {:?}", key, value),
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};
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}
@@ -161,8 +162,13 @@ fn fit(
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// specify datasets to evaluate against during training
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let evaluation_sets =&[(&dtrain,"train"),(&dtest,"test")];
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let seed =match hyperparams.get("random_state"){
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Some(value) => value.as_u64().unwrap(),
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None =>0
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};
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let learning_params = learning::LearningTaskParametersBuilder::default()
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.objective(objective)
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.seed(seed)
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.build()
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.unwrap();
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