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Minor fixes to xgboost example #2832

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merged 3 commits into from
Aug 23, 2024
Merged

Minor fixes to xgboost example #2832

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f637634
Minor fixes to xgboost example
hwpang Aug 23, 2024
1bf61eb
Merge branch 'main' into fix_xgboost_example
YuanTingHsieh Aug 23, 2024
f357c2c
Merge branch 'main' into fix_xgboost_example
ZiyueXu77 Aug 23, 2024
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6 changes: 3 additions & 3 deletions examples/advanced/xgboost/data_job_setup.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -65,7 +65,7 @@
"outputs": [],
"source": [
"# please change this DATASET_ROOT to the correct path containing HIGGS dataset\n",
"%env DATASET_ROOT=/data\n",
"%env DATASET_ROOT=$HOME/dataset\n",
"!python3 utils/prepare_data_split.py \\\n",
" --data_path \"${DATASET_ROOT}/HIGGS.csv\" \\\n",
" --site_num 5 \\\n",
Expand Down Expand Up @@ -96,15 +96,15 @@
"%env DATA_SPLIT_ROOT=/tmp/nvflare/xgboost/HIGGS/data_splits/\n",
"!python3 utils/prepare_job_config.py \\\n",
" --site_num 5 \\\n",
" --training_mode bagging \\\n",
" --training_algo bagging \\\n",
" --split_method uniform \\\n",
" --lr_mode uniform \\\n",
" --nthread 16 \\\n",
" --tree_method \"hist\" \\\n",
" --data_root \"${DATA_SPLIT_ROOT}\"\n",
"!python3 utils/prepare_job_config.py \\\n",
" --site_num 5 \\\n",
" --training_mode histogram \\\n",
" --training_algo histogram \\\n",
" --split_method uniform \\\n",
" --lr_mode uniform \\\n",
" --nthread 16 \\\n",
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