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 |
|---|---|---|---|
| A basic bitch will piss me off every single time. | Mixed | Abusive | User Added |
| A bad bitch who knows her cars>>> | Mixed | Abusive | User Added |
| A Yankee win makes any day better. | Mixed | Safe | User Added |
| A Nigguh spitting dat crack to your bitch | Mixed | Abusive | User Added |
| A MESSAGE FOR ALL OF HUMANITY ~ Charlie Chaplin @mobengalfan @DISL_Automatic @mikehoho http://t.co/itDIRcNt7y | Mixed | Safe | User Added |
| A GWB appointee. There goes the ACTIVIST JUDGES slant. Oh wait? It's already been exposed as completely farcical. A GWB appointee. | Mixed | Safe | User Added |
| A 50 dollar card make a young nicca go hard .. Throw in a cell phone i can get you left on the yard! | Mixed | Abusive | User Added |
| A .4? Jesus take me now RT @_RichHomieJuan_: @ayylmaoanod bitch you go for a .4 and mc Donald's. Fuck out the spot | Mixed | Abusive | User Added |
| @zzzentropy @guynamedjordan bitch boys | Mixed | Abusive | User Added |
| @zt0mm lucky monkey | Mixed | Safe | User Added |
| @zramsin @BetoDavidThomas go fuck your self pussy 😘 | Mixed | Abusive | User Added |
| @zooyorkinit you're frumpy bitch | 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