This commit is contained in:
kalenhaha
2014-03-22 21:50:31 +08:00
3 changed files with 38 additions and 18 deletions

View File

@@ -4,23 +4,20 @@ python mapfeat.py
# split train and test
python mknfold.py agaricus.txt 1
# training
../../xgboost mushroom.conf num_round=1 model_out=full.model bst:max_depth=3
../../xgboost mushroom.conf num_round=2 model_out=full.model bst:max_depth=3
../../xgboost mushroom.conf task=dump model_in=full.model fmap=featmap.txt name_dump=dump.full.txt
# constrain
../../xgboost mushroom.conf num_round=1 model_out=ban.model bst:max_depth=3 bst:fban=22-31
# major element of batch running: add batch prefix to each setting, batch:run=1 will run that action
# constrain
../../xgboost mushroom.conf num_round=1 model_out=pass.model bst:max_depth=3 bst:fdefault=-1 bst:fpass=22-31
../../xgboost mushroom.conf model_in=full.model model_out=m1.model task=interact\
batch:interact:booster_index=0 batch:bst:interact:remove=1 batch:run=1\
batch:interact:booster_index=1 batch:bst:interact:remove=1 batch:run=1\
batch:interact:booster_index=1 batch:bst:interact:expand=9 batch:run=1\
../../xgboost mushroom.conf task=dump model_in=ban.model fmap=featmap.txt name_dump=dump.ban.txt
../../xgboost mushroom.conf task=dump model_in=pass.model fmap=featmap.txt name_dump=dump.pass.txt
../../xgboost mushroom.conf task=dump model_in=m1.model fmap=featmap.txt name_dump=dump.m1.txt
echo "========full======="
cat dump.full.txt
echo "========ban======="
cat dump.ban.txt
echo "========pass======="
cat dump.pass.txt
echo "========m1======="
cat dump.m1.txt