Zambian Language Trainer Window
Curate local language datasets and trigger asynchronous machine learning training
Multilingual
Select Target Zambian Dialect to Manage & Train:
🇿🇲
Unified (All)
🇿🇲
Chibemba
🇿🇲
Chinyanja
🇿🇲
Chitonga
🇿🇲
Silozi
🇬🇧
English
🌐
Mixed/General
Local Dataset Inspector: All
25506 Records| Phrase Text | Dialect | Category Label | Source |
|---|---|---|---|
| RT @Ranger1325: I'm waiting for all of you little bitches that whined about Bush to start speaking up about Obama and his wars. #Syria | Mixed | Abusive | User Added |
| RT @Randall_Jayy: “@_100D: I got hard dick for all dez bitches. I get all they numbers I don't call dez bitches.” LMAO RT | Mixed | Abusive | User Added |
| RT @Randality: @WeDont_SmokeREG 😂she a dumb bitch smh | Mixed | Abusive | User Added |
| RT @Ranae_26: You bitches could never be nae ...let him tell you he love him some nae 💏💑👑 | Mixed | Abusive | User Added |
| RT @RamonRoblesJr: Good morning Baton Rouge. @ajohnson_a having a nip of @MBMoonshine http://t.co/5JZH1BhWWk | Mixed | Safe | User Added |
| RT @Rameyhoe: If you curve me im just going to assume your pussy is trash and you were doing me a favor | Mixed | Abusive | User Added |
| RT @Rameyhoe: 22. But we make it and this bitch sits on the couch and turns on Ice Age the movie and asks us if were hungry like we arent t… | Mixed | Abusive | User Added |
| RT @Ramen_Odicho: Assyria got hella hoes | Mixed | Abusive | User Added |
| RT @RakwonOGOD: i started fuckin with bitches who believe everything their horoscope say.they believe the dumbass horoscopes they gunna bel… | Mixed | Abusive | User Added |
| RT @RakwonOGOD: When ya side hoe tryna act up http://t.co/ayfGKVdEZI | Mixed | Abusive | User Added |
| RT @RakwonOGOD: U hoes going to church this morning like y'all wasn't busting it wide open for niggas about 4 hours ago | Mixed | Hate Speech | User Added |
| RT @RakwonOGOD: Rare pic of trash posing with trash http://t.co/usGIAZSDWv | Mixed | Abusive | User Added |
Add Local Phrase
Batch Import CSV
CSV OnlyUpload a custom CSV file to bulk import training data across all languages. Required columns: phrase (or text), category (0=Hate, 1=Abusive, 2=Safe), and optionally language.
Model Training Control
20%
Evaluation Results
Trained Algorithm:
Decision Tree
ACCURACY
F1 SCORE
Confusion Matrix Grid
46
0
0
2
41
4
0
0
47
Columns: Predicted
Rows: Actual
Algorithm Accuracy Graph