fix: add seed parameters to lightgbm

[imatiach-msft]

• add random seed parameters to lightgbm
• start to debug github issues:
  using same dataset and same parameters while trained two different model #1332
  [LightGBM] Cannot set random seed value for LightGBM Classifier for reproducibility #928
  [LightGBM]Request to add some parameters(min_data_per_group, min_data_in_bin, cat_l2, max_cat_threshold, feature_fraction_seed, ...) from original LightGBM which are very important for training with higher accuracy #997
  lightgbm run twice with the same parameters, but got different result in validation #564

[imatiach-msft]

/azp run

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[imatiach-msft]

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[codecov-commenter]

Codecov Report

Merging #1387 (c2e9a57) into master (f11563b) will decrease coverage by 0.09%.
The diff coverage is 84.21%.

@@            Coverage Diff             @@
##           master    #1387      +/-   ##
==========================================
- Coverage   84.57%   84.48%   -0.10%     
==========================================
  Files         291      284       -7     
  Lines       14454    14395      -59     
  Branches      715      710       -5     
==========================================
- Hits        12225    12162      -63     
- Misses       2229     2233       +4     

Impacted Files	Coverage Δ
...ure/synapse/ml/lightgbm/dataset/DatasetUtils.scala	61.11% <ø> (ø)
...re/synapse/ml/lightgbm/params/LightGBMParams.scala	81.84% <56.25%> (-2.63%)	⬇️
...oft/azure/synapse/ml/lightgbm/swig/SwigUtils.scala	88.88% <84.84%> (-8.34%)	⬇️
...osoft/azure/synapse/ml/lightgbm/LightGBMBase.scala	94.56% <85.71%> (-0.38%)	⬇️
...soft/azure/synapse/ml/lightgbm/LightGBMUtils.scala	78.46% <93.75%> (+3.95%)	⬆️
...azure/synapse/ml/lightgbm/LightGBMClassifier.scala	91.11% <100.00%> (ø)
...oft/azure/synapse/ml/lightgbm/LightGBMRanker.scala	60.56% <100.00%> (ø)
.../azure/synapse/ml/lightgbm/LightGBMRegressor.scala	74.13% <100.00%> (ø)
...crosoft/azure/synapse/ml/lightgbm/TrainUtils.scala	86.07% <100.00%> (+0.08%)	⬆️
...ynapse/ml/lightgbm/dataset/DatasetAggregator.scala	95.75% <100.00%> (+0.23%)	⬆️
... and 17 more

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[imatiach-msft]

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[imatiach-msft]

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[imatiach-msft]

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[imatiach-msft]

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[imatiach-msft]

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[imatiach-msft]

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[imatiach-msft]

/azp run

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[imatiach-msft]

/azp run

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[imatiach-msft]

/azp run

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Azure Pipelines successfully started running 1 pipeline(s).

[imatiach-msft]

/azp run

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[imatiach-msft]

/azp run

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Azure Pipelines successfully started running 1 pipeline(s).

[mhamilton723]

Great work Ilya!!!