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 |
|---|---|---|---|
| "@wodaeeex3: Awww Meat Meat In His Feelins"i ainn n my feelings bitch | Mixed | Abusive | User Added |
| "@witmyRUDEass: When a bitch don't want a real job they just become strippers lol" lol. | Mixed | Abusive | User Added |
| "@witmyRUDEass: These newly gay bitches don't kno how shit works" | Mixed | Abusive | User Added |
| "@wiganzlad: "@MarkyCrumb: "@gmail_shorts: I'm on my way http://t.co/MqcZuXlbtT" love a #chav"hot" sexy scally fucker. | Mixed | Abusive | User Added |
| "@whooligan__: can't stand a "I don't know what I want" ass nigga 😴" bitch* | Mixed | Abusive | User Added |
| "@whoiscoreyking: Chase money 💰 not 🙅 hoes 👯 💯💯" | Mixed | Abusive | User Added |
| "@trutherbot: does he look like a bitch?" @el_capacitor | Mixed | Abusive | User Added |
| "@trestiffer: Hi bitch No bitch Bye bitch" http://t.co/RbcRXMRtQP | Mixed | Abusive | User Added |
| "@thotmouths: http://t.co/aQKGOrAUxx" Lmao bitch got on some huggies | Mixed | Abusive | User Added |
| "@thejudyann: annoying bitch that I love http://t.co/8oxlQvQBrC" JUDYANN'S SO PRETTY!!!!! | Mixed | Abusive | User Added |
| "@thebravebird: #YoureNotMyType if my fade is perpetually fresher than yours." That's a real ass bitch rite there | Mixed | Abusive | User Added |
| "@theaveragerocks: Hardcore way to eat Mac and cheese 1. Boil water 2. Snort cheese powder 3. Drink boiling water 4. Fuck bitches" | 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