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Makefile
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# This file is built automatically using cg.py file and Makefile.j2
# Any change you make on this file will be lost in the next run.
# Remove target files after command failure.
.DELETE_ON_ERROR:
models: \
arwiki_models \
azwiki_models \
bawiki_models \
bnwiki_models \
bnwikisource_models \
bswiki_models \
cawiki_models \
cswiki_models \
dewiki_models \
elwiki_models \
enwiki_models \
enwiktionary_models \
eswiki_models \
eswikibooks_models \
eswikiquote_models \
eswikiversity_models \
etwiki_models \
fawiki_models \
fiwiki_models \
frwiki_models \
glwiki_models \
hewiki_models \
hiwiki_models \
hrwiki_models \
huwiki_models \
idwiki_models \
iswiki_models \
itwiki_models \
jawiki_models \
kowiki_models \
lvwiki_models \
nlwiki_models \
nowiki_models \
plwiki_models \
ptwiki_models \
rowiki_models \
ruwiki_models \
sqwiki_models \
srwiki_models \
svwiki_models \
tawiki_models \
translatewiki_models \
trwiki_models \
ukwiki_models \
urwiki_models \
viwiki_models \
wikidatawiki_models \
zhwiki_models
tuning_reports: \
arwiki_tuning_reports \
azwiki_tuning_reports \
bawiki_tuning_reports \
bnwiki_tuning_reports \
bnwikisource_tuning_reports \
bswiki_tuning_reports \
cawiki_tuning_reports \
cswiki_tuning_reports \
dewiki_tuning_reports \
elwiki_tuning_reports \
enwiki_tuning_reports \
enwiktionary_tuning_reports \
eswiki_tuning_reports \
eswikibooks_tuning_reports \
eswikiquote_tuning_reports \
eswikiversity_tuning_reports \
etwiki_tuning_reports \
fawiki_tuning_reports \
fiwiki_tuning_reports \
frwiki_tuning_reports \
glwiki_tuning_reports \
hewiki_tuning_reports \
hiwiki_tuning_reports \
hrwiki_tuning_reports \
huwiki_tuning_reports \
idwiki_tuning_reports \
iswiki_tuning_reports \
itwiki_tuning_reports \
jawiki_tuning_reports \
kowiki_tuning_reports \
lvwiki_tuning_reports \
nlwiki_tuning_reports \
nowiki_tuning_reports \
plwiki_tuning_reports \
ptwiki_tuning_reports \
rowiki_tuning_reports \
ruwiki_tuning_reports \
sqwiki_tuning_reports \
srwiki_tuning_reports \
svwiki_tuning_reports \
tawiki_tuning_reports \
translatewiki_tuning_reports \
trwiki_tuning_reports \
ukwiki_tuning_reports \
urwiki_tuning_reports \
viwiki_tuning_reports \
wikidatawiki_tuning_reports \
zhwiki_tuning_reports
touch:
touch datasets/*
touch models/*
include Makefile.manual
############################# Arabic Wikipedia ################################
datasets/arwiki.human_labeled_revisions.5k_2016.json:
./utility fetch_labels \
https://labels.wmflabs.org/campaigns/arwiki/30/ > $@
datasets/arwiki.sampled_revisions.20k_2016.json:
wget -qO- http://quarry.wmflabs.org/run/65713/output/0/json-lines?download=true > $@
datasets/arwiki.autolabeled_revisions.20k_2016.json: \
datasets/arwiki.sampled_revisions.20k_2016.json
cat $< | \
./utility autolabel --host=https://ar.wikipedia.org \
--trusted-groups=sysop,oversight,editor,bot,rollbacker,checkuser,abusefilter,bureaucrat \
--trusted-edits=1000 \
--revert-radius=5 \
--verbose > $@
datasets/arwiki.revisions_for_review.5k_2016.json: \
datasets/arwiki.autolabeled_revisions.20k_2016.json
( \
cat datasets/arwiki.autolabeled_revisions.20k_2016.json | grep '"needs_review": (true|"True") | \
shuf -n 2500; \
cat datasets/arwiki.autolabeled_revisions.20k_2016.json | grep '"needs_review": (false|"False") | \
shuf -n 2500 \
) | shuf > $@
datasets/arwiki.labeled_revisions.20k_2016.json: \
datasets/arwiki.human_labeled_revisions.5k_2016.json \
datasets/arwiki.autolabeled_revisions.20k_2016.json
./utility merge_labels $^ > $@
datasets/arwiki.labeled_revisions.w_cache.20k_2016.json: \
datasets/arwiki.labeled_revisions.20k_2016.json
cat $< | \
revscoring extract \
editquality.feature_lists.arwiki.damaging \
editquality.feature_lists.arwiki.goodfaith \
--host https://ar.wikipedia.org \
--extractors $(max_extractors) \
--verbose > $@
tuning_reports/arwiki.damaging.md: \
datasets/arwiki.labeled_revisions.w_cache.20k_2016.json
cat $< | \
revscoring tune \
config/classifiers.params.yaml \
editquality.feature_lists.arwiki.damaging \
damaging \
$(damaging_tuning_statistic) \
--label-weight $(damaging_weight) \
--pop-rate "true=0.021427" \
--pop-rate "false=0.978573" \
--center --scale \
--cv-timeout 60 \
--debug > $@
models/arwiki.damaging.gradient_boosting.model: \
datasets/arwiki.labeled_revisions.w_cache.20k_2016.json
cat $< | \
revscoring cv_train \
revscoring.scoring.models.GradientBoosting \
editquality.feature_lists.arwiki.damaging \
damaging \
--version=$(damaging_major_minor).0 \
-p 'learning_rate=0.01' \
-p 'max_depth=3' \
-p 'max_features="log2"' \
-p 'n_estimators=100' \
--label-weight $(damaging_weight) \
--pop-rate "true=0.021427" \
--pop-rate "false=0.978573" \
--center --scale > $@
revscoring model_info $@ > model_info/arwiki.damaging.md
tuning_reports/arwiki.goodfaith.md: \
datasets/arwiki.labeled_revisions.w_cache.20k_2016.json
cat $< | \
revscoring tune \
config/classifiers.params.yaml \
editquality.feature_lists.arwiki.goodfaith \
goodfaith \
$(goodfaith_tuning_statistic) \
--label-weight $(goodfaith_weight) \
--pop-rate "true=0.993861" \
--pop-rate "false=0.0061390000000000056" \
--center --scale \
--cv-timeout 60 \
--debug > $@
models/arwiki.goodfaith.gradient_boosting.model: \
datasets/arwiki.labeled_revisions.w_cache.20k_2016.json
cat $< | \
revscoring cv_train \
revscoring.scoring.models.GradientBoosting \
editquality.feature_lists.arwiki.goodfaith \
goodfaith \
--version=$(goodfaith_major_minor).0 \
-p 'learning_rate=0.5' \
-p 'max_depth=7' \
-p 'max_features="log2"' \
-p 'n_estimators=300' \
--label-weight $(goodfaith_weight) \
--pop-rate "true=0.993861" \
--pop-rate "false=0.0061390000000000056" \
--center --scale > $@
revscoring model_info $@ > model_info/arwiki.goodfaith.md
arwiki_models: \
models/arwiki.damaging.gradient_boosting.model \
models/arwiki.goodfaith.gradient_boosting.model
arwiki_tuning_reports: \
tuning_reports/arwiki.damaging.md \
tuning_reports/arwiki.goodfaith.md
############################# Azeri Wikipedia ################################
datasets/azwiki.sampled_revisions.20k_2016.json:
wget -qO- https://quarry.wmflabs.org/run/99533/output/0/json-lines?download=true > $@
datasets/azwiki.autolabeled_revisions.20k_2016.json: \
datasets/azwiki.sampled_revisions.20k_2016.json
cat $< | \
./utility autolabel --host=https://az.wikipedia.org \
--trusted-groups=sysop,oversight,bot,rollbacker,checkuser,abusefilter,bureaucrat \
--trusted-edits=1000 \
--revert-radius=5 \
--verbose > $@
azwiki_models:
azwiki_tuning_reports:
############################# Bashkir Wikipedia ################################
# From https://quarry.wmflabs.org/query/24777
datasets/bawiki.sampled_revisions.60k_2018.json:
wget -qO- https://quarry.wmflabs.org/run/236209/output/0/json-lines?download=true > $@
datasets/bawiki.autolabeled_revisions.60k_2018.json: \
datasets/bawiki.sampled_revisions.60k_2018.json
cat $< | \
./utility autolabel --host=https://ba.wikipedia.org \
--trusted-groups=bot,sysop,bureaucrat \
--trusted-edits=1000 \
--revert-radius=5 \
--verbose > $@
bawiki_models:
bawiki_tuning_reports:
############################# Bengali Wikipedia ################################
# From https://quarry.wmflabs.org/query/20229
datasets/bnwiki.sampled_revisions.20k_2017.json:
wget -qO- https://quarry.wmflabs.org/run/190661/output/0/json-lines?download=true > $@
datasets/bnwiki.autolabeled_revisions.20k_2017.json: \
datasets/bnwiki.sampled_revisions.20k_2017.json
cat $< | \
./utility autolabel --host=https://bn.wikipedia.org \
--trusted-groups=autopatrolled,bot,bureaucrat,checkuser,reviewer,rollbacker,sysop \
--trusted-edits=1000 \
--revert-radius=5 \
--verbose > $@
datasets/bnwiki.autolabeled_revisions.w_cache.20k_2017.json: \
datasets/bnwiki.autolabeled_revisions.20k_2017.json
cat $< | \
revscoring extract \
editquality.feature_lists.bnwiki.reverted \
--host https://bn.wikipedia.org \
--extractors $(max_extractors) \
--verbose > $@
tuning_reports/bnwiki.reverted.md: \
datasets/bnwiki.autolabeled_revisions.w_cache.20k_2017.json
cat $< | \
revscoring tune \
config/classifiers.params.yaml \
editquality.feature_lists.bnwiki.reverted \
reverted_for_damage \
$(reverted_tuning_statistic) \
--label-weight $(reverted_weight) \
--pop-rate "true=0.021554310862" \
--pop-rate "false=0.978445689138" \
--center --scale \
--cv-timeout 60 \
--debug > $@
models/bnwiki.reverted.gradient_boosting.model: \
datasets/bnwiki.autolabeled_revisions.w_cache.20k_2017.json
cat $< | \
revscoring cv_train \
revscoring.scoring.models.GradientBoosting \
editquality.feature_lists.bnwiki.reverted \
reverted_for_damage \
--version=$(reverted_major_minor).0 \
-p 'learning_rate=0.01' \
-p 'max_depth=7' \
-p 'max_features="log2"' \
-p 'n_estimators=500' \
--label-weight $(reverted_weight) \
--pop-rate "true=0.021554310862" \
--pop-rate "false=0.978445689138" \
--center --scale > $@
revscoring model_info $@ > model_info/bnwiki.reverted.md
bnwiki_models: \
models/bnwiki.reverted.gradient_boosting.model
bnwiki_tuning_reports: \
tuning_reports/bnwiki.reverted.md
############################# Bengali Wikisource ################################
# From https://quarry.wmflabs.org/query/24776
datasets/bnwikisource.sampled_revisions.200k_2018.json:
wget -qO- https://quarry.wmflabs.org/run/236208/output/0/json-lines?download=true > $@
datasets/bnwikisource.autolabeled_revisions.200k_2018.json: \
datasets/bnwikisource.sampled_revisions.200k_2018.json
cat $< | \
./utility autolabel --host=https://bn.wikisource.org \
--trusted-groups=bot,sysop \
--trusted-edits=1000 \
--revert-radius=5 \
--verbose > $@
bnwikisource_models:
bnwikisource_tuning_reports:
############################# Bosnian Wikipedia ################################
datasets/bswiki.human_labeled_revisions.5k_2018.json:
./utility fetch_labels \
https://labels.wmflabs.org/campaigns/bswiki/78/ > $@
# From https://quarry.wmflabs.org/query/26936
datasets/bswiki.sampled_revisions.40k_2018.json:
wget -qO- https://quarry.wmflabs.org/run/261117/output/0/json-lines?download=true > $@
datasets/bswiki.autolabeled_revisions.40k_2018.json: \
datasets/bswiki.sampled_revisions.40k_2018.json
cat $< | \
./utility autolabel --host=https://bs.wikipedia.org \
--trusted-groups=bot,sysop,bureaucrat \
--trusted-edits=1000 \
--revert-radius=5 \
--verbose > $@
datasets/bswiki.labeled_revisions.40k_2018.json: \
datasets/bswiki.human_labeled_revisions.5k_2018.json \
datasets/bswiki.autolabeled_revisions.40k_2018.json
./utility merge_labels $^ > $@
datasets/bswiki.labeled_revisions.w_cache.40k_2018.json: \
datasets/bswiki.labeled_revisions.40k_2018.json
cat $< | \
revscoring extract \
editquality.feature_lists.bswiki.damaging \
editquality.feature_lists.bswiki.goodfaith \
--host https://bs.wikipedia.org \
--extractors $(max_extractors) \
--verbose > $@
tuning_reports/bswiki.damaging.md: \
datasets/bswiki.labeled_revisions.w_cache.40k_2018.json
cat $< | \
revscoring tune \
config/classifiers.params.yaml \
editquality.feature_lists.bswiki.damaging \
damaging \
$(damaging_tuning_statistic) \
--label-weight $(damaging_weight) \
--pop-rate "true=0.028101164191087918" \
--pop-rate "false=0.9718988358089121" \
--center --scale \
--cv-timeout 60 \
--debug > $@
models/bswiki.damaging.rf.model: \
datasets/bswiki.labeled_revisions.w_cache.40k_2018.json
cat $< | \
revscoring cv_train \
revscoring.scoring.models.RandomForest \
editquality.feature_lists.bswiki.damaging \
damaging \
--version=$(damaging_major_minor).0 \
-p 'criterion="entropy"' \
-p 'max_features="log2"' \
-p 'min_samples_leaf=7' \
-p 'n_estimators=320' \
--label-weight $(damaging_weight) \
--pop-rate "true=0.028101164191087918" \
--pop-rate "false=0.9718988358089121" \
--center --scale > $@
revscoring model_info $@ > model_info/bswiki.damaging.md
tuning_reports/bswiki.goodfaith.md: \
datasets/bswiki.labeled_revisions.w_cache.40k_2018.json
cat $< | \
revscoring tune \
config/classifiers.params.yaml \
editquality.feature_lists.bswiki.goodfaith \
goodfaith \
$(goodfaith_tuning_statistic) \
--label-weight $(goodfaith_weight) \
--pop-rate "true=0.9774939783219591" \
--pop-rate "false=0.022506021678040944" \
--center --scale \
--cv-timeout 60 \
--debug > $@
models/bswiki.goodfaith.gradient_boosting.model: \
datasets/bswiki.labeled_revisions.w_cache.40k_2018.json
cat $< | \
revscoring cv_train \
revscoring.scoring.models.GradientBoosting \
editquality.feature_lists.bswiki.goodfaith \
goodfaith \
--version=$(goodfaith_major_minor).0 \
-p 'learning_rate=0.5' \
-p 'max_depth=7' \
-p 'max_features="log2"' \
-p 'n_estimators=700' \
--label-weight $(goodfaith_weight) \
--pop-rate "true=0.9774939783219591" \
--pop-rate "false=0.022506021678040944" \
--center --scale > $@
revscoring model_info $@ > model_info/bswiki.goodfaith.md
bswiki_models: \
models/bswiki.damaging.rf.model \
models/bswiki.goodfaith.gradient_boosting.model
bswiki_tuning_reports: \
tuning_reports/bswiki.damaging.md \
tuning_reports/bswiki.goodfaith.md
############################# Catalan Wikipedia ################################
datasets/cawiki.human_labeled_revisions.5k_2017.json:
./utility fetch_labels \
https://labels.wmflabs.org/campaigns/cawiki/68/ > $@
# From https://quarry.wmflabs.org/query/24913
datasets/cawiki.sampled_revisions.40k_2017.json:
wget -qO- https://quarry.wmflabs.org/run/237545/output/0/json-lines?download=true > $@
datasets/cawiki.autolabeled_revisions.40k_2017.json: \
datasets/cawiki.sampled_revisions.40k_2017.json
cat $< | \
./utility autolabel --host=https://ca.wikipedia.org \
--trusted-groups=autopatrolled,bot,bureaucrat,checkuser,reviewer,rollbacker,sysop \
--trusted-edits=1000 \
--revert-radius=5 \
--verbose > $@
datasets/cawiki.labeled_revisions.40k_2017.json: \
datasets/cawiki.human_labeled_revisions.5k_2017.json \
datasets/cawiki.autolabeled_revisions.40k_2017.json
./utility merge_labels $^ > $@
datasets/cawiki.labeled_revisions.w_cache.40k_2017.json: \
datasets/cawiki.labeled_revisions.40k_2017.json
cat $< | \
revscoring extract \
editquality.feature_lists.cawiki.damaging \
editquality.feature_lists.cawiki.goodfaith \
--host https://ca.wikipedia.org \
--extractors $(max_extractors) \
--verbose > $@
tuning_reports/cawiki.damaging.md: \
datasets/cawiki.labeled_revisions.w_cache.40k_2017.json
cat $< | \
revscoring tune \
config/classifiers.params.yaml \
editquality.feature_lists.cawiki.damaging \
damaging \
$(damaging_tuning_statistic) \
--label-weight $(damaging_weight) \
--pop-rate "true=0.019000475011875295" \
--pop-rate "false=0.9809995249881247" \
--center --scale \
--cv-timeout 60 \
--debug > $@
models/cawiki.damaging.gradient_boosting.model: \
datasets/cawiki.labeled_revisions.w_cache.40k_2017.json
cat $< | \
revscoring cv_train \
revscoring.scoring.models.GradientBoosting \
editquality.feature_lists.cawiki.damaging \
damaging \
--version=$(damaging_major_minor).1 \
-p 'learning_rate=0.01' \
-p 'max_depth=7' \
-p 'max_features="log2"' \
-p 'min_samples_leaf=13' \
-p 'n_estimators=700' \
--label-weight $(damaging_weight) \
--pop-rate "true=0.019000475011875295" \
--pop-rate "false=0.9809995249881247" \
--center --scale > $@
revscoring model_info $@ > model_info/cawiki.damaging.md
tuning_reports/cawiki.goodfaith.md: \
datasets/cawiki.labeled_revisions.w_cache.40k_2017.json
cat $< | \
revscoring tune \
config/classifiers.params.yaml \
editquality.feature_lists.cawiki.goodfaith \
goodfaith \
$(goodfaith_tuning_statistic) \
--label-weight $(goodfaith_weight) \
--pop-rate "true=0.9854996374909373" \
--pop-rate "false=0.014500362509062725" \
--center --scale \
--cv-timeout 60 \
--debug > $@
models/cawiki.goodfaith.gradient_boosting.model: \
datasets/cawiki.labeled_revisions.w_cache.40k_2017.json
cat $< | \
revscoring cv_train \
revscoring.scoring.models.GradientBoosting \
editquality.feature_lists.cawiki.goodfaith \
goodfaith \
--version=$(goodfaith_major_minor).1 \
-p 'learning_rate=0.01' \
-p 'max_depth=5' \
-p 'max_features="log2"' \
-p 'min_samples_leaf=3' \
-p 'n_estimators=700' \
--label-weight $(goodfaith_weight) \
--pop-rate "true=0.9854996374909373" \
--pop-rate "false=0.014500362509062725" \
--center --scale > $@
revscoring model_info $@ > model_info/cawiki.goodfaith.md
cawiki_models: \
models/cawiki.damaging.gradient_boosting.model \
models/cawiki.goodfaith.gradient_boosting.model
cawiki_tuning_reports: \
tuning_reports/cawiki.damaging.md \
tuning_reports/cawiki.goodfaith.md
############################# Czech Wikipedia ################################
datasets/cswiki.human_labeled_revisions.5k_2016.json:
./utility fetch_labels \
https://labels.wmflabs.org/campaigns/cswiki/44/ > $@
datasets/cswiki.sampled_revisions.20k_2016.json:
wget -qO- https://quarry.wmflabs.org/run/97125/output/0/json-lines?download=true > $@
datasets/cswiki.autolabeled_revisions.20k_2016.json: \
datasets/cswiki.sampled_revisions.20k_2016.json
cat $< | \
./utility autolabel --host=https://cs.wikipedia.org \
--trusted-groups=sysop,oversight,editor,bot,rollbacker,checkuser,abusefilter,bureaucrat \
--trusted-edits=1000 \
--revert-radius=5 \
--verbose > $@
datasets/cswiki.revisions_for_review.5k_2016.json: \
datasets/cswiki.autolabeled_revisions.20k_2016.json
( \
cat datasets/cswiki.autolabeled_revisions.20k_2016.json | grep '"needs_review": (true|"True") | \
shuf -n 2500; \
cat datasets/cswiki.autolabeled_revisions.20k_2016.json | grep '"needs_review": (false|"False") | \
shuf -n 2500 \
) | shuf > $@
datasets/cswiki.labeled_revisions.20k_2016.json: \
datasets/cswiki.human_labeled_revisions.5k_2016.json \
datasets/cswiki.autolabeled_revisions.20k_2016.json
./utility merge_labels $^ > $@
datasets/cswiki.labeled_revisions.w_cache.20k_2016.json: \
datasets/cswiki.labeled_revisions.20k_2016.json
cat $< | \
revscoring extract \
editquality.feature_lists.cswiki.damaging \
editquality.feature_lists.cswiki.goodfaith \
--host https://cs.wikipedia.org \
--extractors $(max_extractors) \
--verbose > $@
tuning_reports/cswiki.damaging.md: \
datasets/cswiki.labeled_revisions.w_cache.20k_2016.json
cat $< | \
revscoring tune \
config/classifiers.params.yaml \
editquality.feature_lists.cswiki.damaging \
damaging \
$(damaging_tuning_statistic) \
--label-weight $(damaging_weight) \
--pop-rate "true=0.0445968266680014" \
--pop-rate "false=0.9554031733319986" \
--center --scale \
--cv-timeout 60 \
--debug > $@
models/cswiki.damaging.gradient_boosting.model: \
datasets/cswiki.labeled_revisions.w_cache.20k_2016.json
cat $< | \
revscoring cv_train \
revscoring.scoring.models.GradientBoosting \
editquality.feature_lists.cswiki.damaging \
damaging \
--version=0.6.0 \
-p 'learning_rate=0.01' \
-p 'max_depth=7' \
-p 'max_features="log2"' \
-p 'n_estimators=500' \
--label-weight $(damaging_weight) \
--pop-rate "true=0.0445968266680014" \
--pop-rate "false=0.9554031733319986" \
--center --scale > $@
revscoring model_info $@ > model_info/cswiki.damaging.md
tuning_reports/cswiki.goodfaith.md: \
datasets/cswiki.labeled_revisions.w_cache.20k_2016.json
cat $< | \
revscoring tune \
config/classifiers.params.yaml \
editquality.feature_lists.cswiki.goodfaith \
goodfaith \
$(goodfaith_tuning_statistic) \
--label-weight $(goodfaith_weight) \
--pop-rate "true=0.977526402722859" \
--pop-rate "false=0.022473597277141044" \
--center --scale \
--cv-timeout 60 \
--debug > $@
models/cswiki.goodfaith.gradient_boosting.model: \
datasets/cswiki.labeled_revisions.w_cache.20k_2016.json
cat $< | \
revscoring cv_train \
revscoring.scoring.models.GradientBoosting \
editquality.feature_lists.cswiki.goodfaith \
goodfaith \
--version=0.6.0 \
-p 'learning_rate=0.01' \
-p 'max_depth=5' \
-p 'max_features="log2"' \
-p 'n_estimators=500' \
--label-weight $(goodfaith_weight) \
--pop-rate "true=0.977526402722859" \
--pop-rate "false=0.022473597277141044" \
--center --scale > $@
revscoring model_info $@ > model_info/cswiki.goodfaith.md
cswiki_models: \
models/cswiki.damaging.gradient_boosting.model \
models/cswiki.goodfaith.gradient_boosting.model
cswiki_tuning_reports: \
tuning_reports/cswiki.damaging.md \
tuning_reports/cswiki.goodfaith.md
############################# German Wikipedia ################################
datasets/dewiki.human_labeled_revisions.5k_2015.json:
./utility fetch_labels \
https://labels.wmflabs.org/campaigns/dewiki/16/ > $@
datasets/dewiki.sampled_revisions.20k_2015.json:
wget -qO- http://quarry.wmflabs.org/run/42223/output/0/json-lines?download=true > $@
datasets/dewiki.autolabeled_revisions.20k_2015.json: \
datasets/dewiki.sampled_revisions.20k_2015.json
cat $< | \
./utility autolabel --host=https://de.wikipedia.org \
--trusted-groups=sysop,oversight,bot,rollbacker,checkuser,abusefilter,bureaucrat \
--trusted-edits=1000 \
--revert-radius=5 \
--verbose > $@
datasets/dewiki.labeled_revisions.20k_2015.json: \
datasets/dewiki.human_labeled_revisions.5k_2015.json \
datasets/dewiki.autolabeled_revisions.20k_2015.json
./utility merge_labels $^ > $@
datasets/dewiki.labeled_revisions.w_cache.20k_2015.json: \
datasets/dewiki.labeled_revisions.20k_2015.json
cat $< | \
revscoring extract \
editquality.feature_lists.dewiki.damaging \
editquality.feature_lists.dewiki.goodfaith \
--host https://de.wikipedia.org \
--extractors $(max_extractors) \
--verbose > $@
tuning_reports/dewiki.damaging.md: \
datasets/dewiki.labeled_revisions.w_cache.20k_2015.json
cat $< | \
revscoring tune \
config/classifiers.params.yaml \
editquality.feature_lists.dewiki.damaging \
damaging \
$(damaging_tuning_statistic) \
--label-weight $(damaging_weight) \
--pop-rate "true=0.029975955116216937" \
--pop-rate "false=0.970024044883783" \
--center --scale \
--cv-timeout 60 \
--debug > $@
models/dewiki.damaging.gradient_boosting.model: \
datasets/dewiki.labeled_revisions.w_cache.20k_2015.json
cat $< | \
revscoring cv_train \
revscoring.scoring.models.GradientBoosting \
editquality.feature_lists.dewiki.damaging \
damaging \
--version=$(damaging_major_minor).1 \
-p 'learning_rate=0.1' \
-p 'max_depth=3' \
-p 'max_features="log2"' \
-p 'n_estimators=100' \
--label-weight $(damaging_weight) \
--pop-rate "true=0.029975955116216937" \
--pop-rate "false=0.970024044883783" \
--center --scale > $@
revscoring model_info $@ > model_info/dewiki.damaging.md
tuning_reports/dewiki.goodfaith.md: \
datasets/dewiki.labeled_revisions.w_cache.20k_2015.json
cat $< | \
revscoring tune \
config/classifiers.params.yaml \
editquality.feature_lists.dewiki.goodfaith \
goodfaith \
$(goodfaith_tuning_statistic) \
--label-weight $(goodfaith_weight) \
--pop-rate "true=0.9806572268234037" \
--pop-rate "false=0.019342773176596273" \
--center --scale \
--cv-timeout 60 \
--debug > $@
models/dewiki.goodfaith.gradient_boosting.model: \
datasets/dewiki.labeled_revisions.w_cache.20k_2015.json
cat $< | \
revscoring cv_train \
revscoring.scoring.models.GradientBoosting \
editquality.feature_lists.dewiki.goodfaith \
goodfaith \
--version=$(goodfaith_major_minor).1 \
-p 'learning_rate=0.5' \
-p 'max_depth=5' \
-p 'max_features="log2"' \
-p 'n_estimators=500' \
--label-weight $(goodfaith_weight) \
--pop-rate "true=0.9806572268234037" \
--pop-rate "false=0.019342773176596273" \
--center --scale > $@
revscoring model_info $@ > model_info/dewiki.goodfaith.md
dewiki_models: \
models/dewiki.damaging.gradient_boosting.model \
models/dewiki.goodfaith.gradient_boosting.model
dewiki_tuning_reports: \
tuning_reports/dewiki.damaging.md \
tuning_reports/dewiki.goodfaith.md
############################# Greek Wikipedia ################################
# From https://quarry.wmflabs.org/query/20231
datasets/elwiki.sampled_revisions.20k_2017.json:
wget -qO- https://quarry.wmflabs.org/run/190663/output/0/json-lines?download=true > $@
datasets/elwiki.autolabeled_revisions.20k_2017.json: \
datasets/elwiki.sampled_revisions.20k_2017.json
cat $< | \
./utility autolabel --host=https://el.wikipedia.org \
--trusted-groups=bot,bureaucrat,sysop \
--trusted-edits=1000 \
--revert-radius=5 \
--verbose > $@
datasets/elwiki.autolabeled_revisions.w_cache.20k_2017.json: \
datasets/elwiki.autolabeled_revisions.20k_2017.json
cat $< | \
revscoring extract \
editquality.feature_lists.elwiki.reverted \
--host https://el.wikipedia.org \
--extractors $(max_extractors) \
--verbose > $@
tuning_reports/elwiki.reverted.md: \
datasets/elwiki.autolabeled_revisions.w_cache.20k_2017.json
cat $< | \
revscoring tune \
config/classifiers.params.yaml \
editquality.feature_lists.elwiki.reverted \
reverted_for_damage \
$(reverted_tuning_statistic) \
--label-weight $(reverted_weight) \
--pop-rate "true=0.05170687756532186" \
--pop-rate "false=0.9482931224346781" \
--center --scale \
--cv-timeout 60 \
--debug > $@
models/elwiki.reverted.gradient_boosting.model: \
datasets/elwiki.autolabeled_revisions.w_cache.20k_2017.json
cat $< | \
revscoring cv_train \
revscoring.scoring.models.GradientBoosting \
editquality.feature_lists.elwiki.reverted \
reverted_for_damage \
--version=$(reverted_major_minor).0 \
-p 'learning_rate=0.01' \
-p 'max_depth=7' \
-p 'max_features="log2"' \
-p 'n_estimators=500' \
--label-weight $(reverted_weight) \
--pop-rate "true=0.05170687756532186" \
--pop-rate "false=0.9482931224346781" \
--center --scale > $@
revscoring model_info $@ > model_info/elwiki.reverted.md
elwiki_models: \
models/elwiki.reverted.gradient_boosting.model
elwiki_tuning_reports: \
tuning_reports/elwiki.reverted.md
############################# English Wikipedia ################################
datasets/enwiki.human_labeled_revisions.20k_2015.json:
./utility fetch_labels \
https://labels.wmflabs.org/campaigns/enwiki/4/ > $@
datasets/enwiki.labeled_revisions.20k_2015.json: \
datasets/enwiki.human_labeled_revisions.20k_2015.json
./utility merge_labels $^ > $@
datasets/enwiki.labeled_revisions.w_cache.20k_2015.json: \
datasets/enwiki.labeled_revisions.20k_2015.json
cat $< | \
revscoring extract \
editquality.feature_lists.enwiki.damaging \
editquality.feature_lists.enwiki.goodfaith \
--host https://en.wikipedia.org \
--extractors $(max_extractors) \
--verbose > $@
tuning_reports/enwiki.damaging.md: \
datasets/enwiki.labeled_revisions.w_cache.20k_2015.json
cat $< | \
revscoring tune \
config/classifiers.params.yaml \
editquality.feature_lists.enwiki.damaging \
damaging \
$(damaging_tuning_statistic) \
--label-weight $(damaging_weight) \
--pop-rate "true=0.034163555464634586" \
--pop-rate "false=0.9658364445353654" \
--center --scale \
--cv-timeout 60 \
--debug > $@
models/enwiki.damaging.gradient_boosting.model: \
datasets/enwiki.labeled_revisions.w_cache.20k_2015.json
cat $< | \
revscoring cv_train \
revscoring.scoring.models.GradientBoosting \
editquality.feature_lists.enwiki.damaging \
damaging \
--version=$(damaging_major_minor).1 \
-p 'learning_rate=0.01' \
-p 'max_depth=7' \
-p 'max_features="log2"' \
-p 'n_estimators=700' \
--label-weight $(damaging_weight) \
--pop-rate "true=0.034163555464634586" \
--pop-rate "false=0.9658364445353654" \
--center --scale > $@
revscoring model_info $@ > model_info/enwiki.damaging.md
tuning_reports/enwiki.goodfaith.md: \
datasets/enwiki.labeled_revisions.w_cache.20k_2015.json
cat $< | \
revscoring tune \
config/classifiers.params.yaml \
editquality.feature_lists.enwiki.goodfaith \
goodfaith \
$(goodfaith_tuning_statistic) \
--label-weight $(goodfaith_weight) \
--pop-rate "true=0.9671661637600368" \
--pop-rate "false=0.032833836239963166" \
--center --scale \
--cv-timeout 60 \
--debug > $@
models/enwiki.goodfaith.gradient_boosting.model: \
datasets/enwiki.labeled_revisions.w_cache.20k_2015.json
cat $< | \
revscoring cv_train \
revscoring.scoring.models.GradientBoosting \
editquality.feature_lists.enwiki.goodfaith \
goodfaith \
--version=$(goodfaith_major_minor).1 \
-p 'learning_rate=0.01' \
-p 'max_depth=7' \
-p 'max_features="log2"' \
-p 'n_estimators=700' \
--label-weight $(goodfaith_weight) \
--pop-rate "true=0.9671661637600368" \
--pop-rate "false=0.032833836239963166" \
--center --scale > $@
revscoring model_info $@ > model_info/enwiki.goodfaith.md
enwiki_models: \
models/enwiki.damaging.gradient_boosting.model \
models/enwiki.goodfaith.gradient_boosting.model
enwiki_tuning_reports: \
tuning_reports/enwiki.damaging.md \
tuning_reports/enwiki.goodfaith.md
############################# English Wiktionary ################################
datasets/enwiktionary.sampled_revisions.92k_2018.json:
wget -qO- https://quarry.wmflabs.org/run/244906/output/0/json-lines?download=true > $@
datasets/enwiktionary.autolabeled_revisions.92k_2018.json: \
datasets/enwiktionary.sampled_revisions.92k_2018.json
cat $< | \
./utility autolabel --host=https://en.wiktionary.org \
--trusted-groups=sysop,oversight,bot,rollbacker,checkuser,abusefilter,bureaucrat \
--trusted-edits=1000 \
--revert-radius=5 \
--verbose > $@
datasets/enwiktionary.autolabeled_revisions.w_cache.92k_2018.json: \
datasets/enwiktionary.autolabeled_revisions.92k_2018.json
cat $< | \
revscoring extract \
editquality.feature_lists.enwiktionary.reverted \
--host https://en.wiktionary.org \
--extractors $(max_extractors) \
--verbose > $@
tuning_reports/enwiktionary.reverted.md: \
datasets/enwiktionary.autolabeled_revisions.w_cache.92k_2018.json
cat $< | \
revscoring tune \
config/classifiers.params.yaml \
editquality.feature_lists.enwiktionary.reverted \
reverted_for_damage \
$(reverted_tuning_statistic) \
--label-weight $(reverted_weight) \
--pop-rate "true=0.004778273117085203" \
--pop-rate "false=0.9952217268829148" \
--center --scale \
--cv-timeout 60 \
--debug > $@
models/enwiktionary.reverted.rf.model: \
datasets/enwiktionary.autolabeled_revisions.w_cache.92k_2018.json
cat $< | \
revscoring cv_train \
revscoring.scoring.models.RandomForest \