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Dmitry
2017-09-19 09:31:34 -07:00
parent 7bcae81153
commit 67026ea43f
+7 -7
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@@ -51,30 +51,30 @@ dvc import https://s3-us-west-2.amazonaws.com/dvc-share/so/25K/Posts.xml.tgz dat
dvc repro
cat data/eval_auc.txt
# 0.596182
vi code/train_model.py # estimators=500
vi code/train_model.py # Change: estimators=500
git commit -am 'estimators=500'
vi code/train_model.py # n_jobs=6
vi code/train_model.py # Change: n_jobs=6
git commit -am 'n_jobs=6'
dvc repro
cat data/eval_auc.txt
# 0.619262
vi code/featurization.py
vi code/featurization.py # Change: add ngram_rang=(1, 2) to CountVectorizer
git commit -am 'Add bigrams'
dvc repro
cat data/eval_auc.txt
# 0.628989
vi code/featurization.py
git commit -am 'Add three-grams'
git commit -am 'Add three-grams' # Change: ngram_rang=(1, 3)
dvc repro
cat data/eval_auc.txt
# 0.630682
vi code/featurization.py
git commit -am 'Add 4-grams'
git commit -am 'Add 4-grams' # Change: ngram_rang=(1, 4)
dvc repro
cat data/eval_auc.txt
# 0.621002
git checkout 2195f1032 -b three_grams # <--
git checkout 2195f1032 -b three_grams # <-- you should find hash by git log
dvc repro # not needed
cat data/eval_auc.txt
# 0.630682
@@ -83,7 +83,7 @@ git checkout first_model
git merge three_grams
dvc repro
##
vi code/featurization.py
# 0.578447