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 |
|---|---|---|---|
| Speaking of '09, that years pussy was phenomenal. | Mixed | Abusive | User Added |
| Speak to my face you fake bitches. | Mixed | Abusive | User Added |
| Spark these bitches interests. | Mixed | Abusive | User Added |
| Space brownies 👽 | Mixed | Safe | User Added |
| Southwest airlines is like driving in a mini van with your white trash cousins who love to huff paint thinner before before working. | Mixed | Hate Speech | User Added |
| Sources say that Charlie Crist is on the phone with Rick Scott as I type this to concede. | Mixed | Safe | User Added |
| Sounds like a hoe | Mixed | Abusive | User Added |
| Sounded like a god damn bear just fell out of my trees. Might be time to stop pissing outside and @Rorschach7 piss bucket up in this bitch. | Mixed | Abusive | User Added |
| Sounded like a bitch but whatever | Mixed | Abusive | User Added |
| Sound like a REAL NIGGA TO ME “@SankPankSimona: Keith stood under the monkey bats looking up girls skirts during recess time. Fucking creep” | Mixed | Abusive | User Added |
| Sosa on the beat ho | Mixed | Abusive | User Added |
| Sorry hoes, but L.O.V.E. does not stand for Legs. Open. Very. Easy | 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