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
25504 Records| Phrase Text | Dialect | Category Label | Source |
|---|---|---|---|
| RT @_RyanRod: RT @AmazinTheGreat: Girls say bs like "you got too many hoes". Stop letting twitter and IG fool you. I don't know these fucki… | Mixed | Abusive | User Added |
| RT @_RiveraJustin: It's unattractive when girls act ghetto | Mixed | Safe | User Added |
| RT @_RealThickJazz: "@1inkkofrosess: Makem eat my ass since eating pussy ain't major nomore 💯😩😂✌️🙈💁👏😊" 😂😂 | Mixed | Abusive | User Added |
| RT @_PrettyJade: I don't care about none of these bitches 😌 | Mixed | Abusive | User Added |
| RT @_PlayboyG: Another movie that's gonna make you question your bitch 😒😂 https://t.co/V9EbkQytsu | Mixed | Abusive | User Added |
| RT @_PimpC: "@koniikonn: “@_Weezy_Wee: If you ask me, every bitch gay” not me I'm all sexual" Wtf is all sexual? If you don't mind me asking | Mixed | Abusive | User Added |
| RT @_Phocus: "@BOSSSHlTONLY: This bitch... http://t.co/o7uSKCMfcD"😂😂 | Mixed | Abusive | User Added |
| RT @_Perarl: BITCH YOU GUESSED IT "@VSamone: “@_Perarl: my pussy cuteness always sets me up for a good day😊”u need some dick" WOOOOH You … | Mixed | Abusive | User Added |
| RT @_POCAPetite: stick by his side and don't give his pussy up . . | Mixed | Abusive | User Added |
| RT @_OgElizabeth: On god yall hoes better get off my twitter | Mixed | Abusive | User Added |
| RT @_NoREGGIEAllow: I think IF i had hoes , i would tell them alll the same shit 😂 im too lazy to be tryna switch shit up . 😴 | Mixed | Abusive | User Added |
| RT @_NikkiiiBeeee: Getting called ugly by a bitch that use to idolize you. 👀 Ohhhh well okay... 😂 | 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