15 lines
611 B
Bash
Executable File
15 lines
611 B
Bash
Executable File
#!/bin/bash
|
|
# map feature using indicator encoding, also produce featmap.txt
|
|
python mapfeat.py
|
|
# split train and test
|
|
python mknfold.py agaricus.txt 1
|
|
# training and output the models
|
|
../../xgboost mushroom.conf
|
|
# output prediction task=pred
|
|
../../xgboost mushroom.conf task=pred model_in=0003.model
|
|
# print the boosters of 00003.model in dump.raw.txt
|
|
../../xgboost mushroom.conf task=dump model_in=0003.model name_dump=dump.raw.txt
|
|
# use the feature map in printing for better visualization
|
|
../../xgboost mushroom.conf task=dump model_in=0003.model fmap=featmap.txt name_dump=dump.nice.txt
|
|
cat dump.nice.txt
|