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 @KevinKong713: Lmao y'all single hoes stay pregnant 😂😂😂😂 | Mixed | Abusive | User Added |
| RT @KevinHart2ReaI: bitches love "body party" 😻💦👅👄😍💕 but when it's time to take da dick, the party canceled 🙅🍆 FALSE ADVERTISING ASS BITCHES | Mixed | Abusive | User Added |
| RT @KevinHart2ReaI: All Bow Wow hoes on the stage, lol | Mixed | Abusive | User Added |
| RT @Ketamine_Stalin: IF A SINGLE WASP COULD READ THESE #WaspFacts TWEETS THERE COULD BE A PEACE TREATY BETWEEN WASPS AND MAN BUT WASPS ARE … | Mixed | Safe | User Added |
| RT @KerstinAnn_22: “@XxDopenessxX: This bitch is too real LOOOOOOL http://t.co/JTSNtWPLwR” yaga !!!!”” 😂😂😂😂😂😂😂😂 | Mixed | Abusive | User Added |
| RT @KermitIsASnitch: You always say we dont love these hoes, yet yo girl a hoe... http://t.co/EuoOl79WDQ | Mixed | Abusive | User Added |
| RT @Kerb_215: 1,2,3,4 how many niggers are in my store I knowwwww your stealing 😂😂😂, that vine still be having me weak | Mixed | Abusive | User Added |
| RT @KennedyLeighxxx: You can't be ugly AND a shitty fucking person. Pick a struggle bitch. | Mixed | Abusive | User Added |
| RT @KenaiViveros: Ima bitch him out lol @Versharky | Mixed | Abusive | User Added |
| RT @KenDavidoff: The #Cardinals are #MLB's gold standard, and there isn't even a close silver. #Dodgers #Giants #Tigers #Yankees http://t.c… | Mixed | Safe | User Added |
| RT @KelsieBelsi: @Vntxnius lmao it will have a slope of -2x+1 | Mixed | Safe | User Added |
| RT @Kelllllllllvin: This bitch ugly in person | 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