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 @LeanandCuisine: bitch where you see a Katy or perry in that pic RT“@howlilwayneraps: Katy Perry is so fit 😍😍 http://t.co/cyclTBkPNO” | Mixed | Abusive | User Added |
| RT @LeanandCuisine: I wish I had a flying nimbus so when I picked up hoes I could tell if they pure hearted. Bitch a hoe she gon drop into … | Mixed | Abusive | User Added |
| RT @LeanandCuisine: Bitch you a hoe... check yo DMs “@NatalieeLeee: Can I get a new follower? 🙈🙊 http://t.co/mv4mkHEa1G” | Mixed | Abusive | User Added |
| RT @LeNoirAuteur: bitch don't do this RT @AZEALIABANKS: 👎 | Mixed | Abusive | User Added |
| RT @LeMarquand: Jihadi-In-Chief Hussein Urges restraint in Fighting Islamic Butchers‼️Apparently, we SHOULD be nice to ISIS...we might hurt… | Mixed | Safe | User Added |
| RT @LeMarquand: ‼️Muslim group slaughters 43 children in Nigerian school, children burned alive, shot & slit throats tried 2escape.. http:… | Mixed | Safe | User Added |
| RT @LeKarmaSucre: trash liars RT @learnteachwin: these law students are terrible liars #HTGAWM | Mixed | Safe | User Added |
| RT @LeBronVuitton: Kill'lees hoes when I feel like it | Mixed | Abusive | User Added |
| RT @LeBronVuitton: Joe changed her life and went back to his old bitch😂😂 “@1stName_Bravo: @LeBronVuitton ha.. she got them bitches worked o… | Mixed | Abusive | User Added |
| RT @LeBronVuitton: It's the most annoying shit in the world when a bitch start talkin bout something then say "nevermind" | Mixed | Abusive | User Added |
| RT @LeBronVuitton: I'm not lickin that mini fro bitch😒 | Mixed | Abusive | User Added |
| RT @LeBronVuitton: I don't stand in line at clubs, the security come escort me in. Yellow diamonds tell a bitch get over here, Scorpion. | 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