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 |
|---|---|---|---|
| RT @random_shxt: need my dick sucked..fuck 1 bitch I need ✌️ sluts | Mixed | Abusive | User Added |
| RT @raider_level: She was like "I don't go to raider games. They are ghetto and people get jumped" lmao I was like "well the shit sound lik… | Mixed | Abusive | User Added |
| RT @raeleenehoe: I hate it when a bitch know I don't fuck with her & she really trying to talk to me like we cool nahh bitch foh you don't … | Mixed | Abusive | User Added |
| RT @raejeanhightowe: “@Swuu_TheGod: Stop ✋ playin bitch 🙍 you know I'm MVP 🏆😎” | Mixed | Abusive | User Added |
| RT @radiotour_en: Duchess of Cambridge to present the first yellow jersey http://t.co/8VVNU9DrFM #TDF | Mixed | Safe | User Added |
| RT @radiomaru: nerds are cool because they get really judge-y about other nerds being passionate about things they aren't passionate abo ... | Mixed | Safe | User Added |
| RT @rachael_goss: Who wants to chill on campus w me & throw bibles at bitches taking the walk of shame❓❔ | Mixed | Hate Speech | User Added |
| RT @quirkisms: Jeter to A-Rod. From class to trash. | Mixed | Abusive | User Added |
| RT @queenthottie_x3: So proud of mahanain ♡ she still a hoe tho | Mixed | Abusive | User Added |
| RT @queenc_nt: “@_100d: 90% of niggas goofy and act like bitches” YOU AINT LYIN | Mixed | Abusive | User Added |
| RT @queenalyzee_: We ain't friends hoe | Mixed | Abusive | User Added |
| RT @queenallyssa: When your man call you a bitch when y'all arguing he don't think you really a bitch, you just actin like one | 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