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 |
|---|---|---|---|
| Until next time rednecks 😉 I'll see you again 😍🇺🇸 @ Rednecks With Paychecks http://t.co/vg3nbXETzP | Mixed | Abusive | User Added |
| Unloyal girls turn good guys into assholes. && unloyal guys turn good women into big time bitches... | Mixed | Abusive | User Added |
| Unlike some of yall boring ass bitches lol | Mixed | Abusive | User Added |
| Unk just said "bitches hit the bottle and they pussy start snappin" lmao | Mixed | Abusive | User Added |
| Unintended consequences of the current fed regulations. Trays of uneaten food thrown in the trash, Hungry kids. http://t.co/aaMJhHOW7y | Mixed | Safe | User Added |
| Ungrateful shit lol RT @DJSydneyLove: Is sending for me in a Uber the new way of tryna pay for pussy ? Cuz lol, pls don't. | Mixed | Abusive | User Added |
| Ungrateful bitches never happy how u not happy? What u mean u ain't happy? #youngjefe! | Mixed | Abusive | User Added |
| Unfortunately, I love her the most tho RT @KingHorseDick: @viaNAWF thats ur hoe too? | Mixed | Abusive | User Added |
| Unemployed niggas get the most bitches #FACTDONTARGUE | Mixed | Abusive | User Added |
| Uncle Tom ass muhfuckas. | Mixed | Abusive | User Added |
| Uncle Tom Hypocrite! http://t.co/cyc9MAdJpQ | Mixed | Hate Speech | User Added |
| Uncalled for “@NoBeeetch: All trash "@Trelaire1st: 16. Which one the best? http://t.co/KmOrdNEZRZ"” | Mixed | Safe | 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