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 |
|---|---|---|---|
| “@FunnyPicsDepot: bitch in the middle look like a daddy long leg 😭 https://t.co/f2L8dpbrES”@KellieNehls | Mixed | Abusive | User Added |
| “@FunnyPicsDepot: When the nigga with the aux cord playin some trash shit http://t.co/LMP5BeplVy” @JWilko7 | Mixed | Abusive | User Added |
| “@FunnyPicsDepot: Realist bitch to ever step foot on a soccer field http://t.co/CSfigYQuT4” every team has a bitch like this | Mixed | Abusive | User Added |
| “@FunnyPicsDepot: All the seniors young side hoes gonna be at graduation like http://t.co/qFDBBu4hPV” | Mixed | Abusive | User Added |
| “@FunnyPicsDepot: "fucking white people" http://t.co/uyjGzuX4Cc” bitch wut? | Mixed | Hate Speech | User Added |
| “@FullaCharisma And happy to be hoes too. Smh.”better than being in denial | Mixed | Abusive | User Added |
| “@FukknTyler: @lil_aerii LIGHTSKIN MF LMFAOOO” ight white bitch lol 🔫🔫 | Mixed | Abusive | User Added |
| “@FriendlyAssh0le: how bitches be looking the first day of school. http://t.co/OpSkH1xZGb”😂 | Mixed | Abusive | User Added |
| “@FriendlyAssh0le: You fat bitches needa stop biting your lips when you take pictures. Y'all look hungry, not sexy.”😂😂🙌 | Mixed | Abusive | User Added |
| “@FriendlyAssh0le: 5'3 200 lbs aint thick bitch, you a fucking warthog”😂 | Mixed | Abusive | User Added |
| “@FreeBlizz_ICBC: If I posted pics of everything I do in my life yall hoes would fall in love !”don't kill em Channing | Mixed | Abusive | User Added |
| “@FreddieGibbs: Tea bag a bitch.” Pahahaha | Mixed | Hate Speech | 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