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Enforce correct data shape. (#5191)

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* Fix syncing DMatrix columns.
* notes for tree method.
* Enable feature validation for all interfaces except for jvm.
* Better tests for boosting from predictions.
* Disable validation on JVM.
This commit is contained in:
Jiaming Yuan
2020-01-13 15:48:17 +08:00
committed by GitHub
parent 8cbcc53ccb
commit 7b65698187
14 changed files with 108 additions and 60 deletions
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6
include/xgboost/generic_parameters.h
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@@ -29,6 +29,7 @@ struct GenericParameter : public XGBoostParameter<GenericParameter> {
size_t gpu_page_size;
bool enable_experimental_json_serialization {false};
bool validate_parameters {false};
bool validate_features {true};
void CheckDeprecated() {
if (this->n_gpus != 0) {
@@ -73,7 +74,10 @@ struct GenericParameter : public XGBoostParameter<GenericParameter> {
"rabit checkpoints etc.).");
DMLC_DECLARE_FIELD(validate_parameters)
.set_default(false)
.describe("Enable to check whether parameters are used or not.");
.describe("Enable checking whether parameters are used or not.");
DMLC_DECLARE_FIELD(validate_features)
.set_default(false)
.describe("Enable validating input DMatrix.");
DMLC_DECLARE_FIELD(n_gpus)
.set_default(0)
.set_range(0, 1)