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 @KillAllSimps: Ariana Grande built like a 13 year old Chinese boy, bitch shaped like an iPhone 3GS but niggas go crazy over her.. She no… | Mixed | Abusive | User Added |
| RT @KiingVon: These bitches so fucking stupid smh http://t.co/ClvrfbOQBL | Mixed | Abusive | User Added |
| RT @KiiingJaay_: I'm about my commas bitch period | Mixed | Abusive | User Added |
| RT @KidnapYoGranny: if u dont want your heart broken then dont check for a nigga who entertains hoes | Mixed | Hate Speech | User Added |
| RT @Kidd_BravO615: Nigga wanna bitch about a party y'all know my address knock at my door | Mixed | Hate Speech | User Added |
| RT @Kid_Flexin: @WeDont_SmokeREG lol thats grwn man shit...nd bitches b loven it 😂😏 | Mixed | Abusive | User Added |
| RT @Kicks_AndTits23: Lewis so trash lmao | Mixed | Safe | User Added |
| RT @Kick_Man: Giants- Pitiful .. Jets-Pitiful .. Mets- Pitiful .. Yankees-Pitiful .. Nets- Pitiful .. Knicks-Pitiful ... Ny sports- Pitiful | Mixed | Safe | User Added |
| RT @KiariTheStone: Niggas can do slope intercept form equations but cant make scrambled fuckin eggs thats a lil backwards | Mixed | Abusive | User Added |
| RT @Kiaranicole_x: @_JoAries @Kash_WingateLFC @chanchan_ox babes we buy brazilian and Peruvian not Bengali | Mixed | Safe | User Added |
| RT @KianteDevuan_: Beautiful smiles and colored eyes😍 | Mixed | Safe | User Added |
| RT @KiCKS0L0GY: Some bitches be forgetting | 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