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 |
|---|---|---|---|
| I eats the pussy. | Mixed | Abusive | User Added |
| I eat generic Oreos.. Baller with a budget bitch. | Mixed | Abusive | User Added |
| I drive by and them bitches waive but girl I can't stop | Mixed | Abusive | User Added |
| I dress how I feel, if I felt like a bitch id dress like one | Mixed | Abusive | User Added |
| I dream about having twin girls a lot yea karma I know it's you bitch | Mixed | Abusive | User Added |
| I drag a bitch by her hair CAPTAIN CAVEMAN NNN!!! | Mixed | Abusive | User Added |
| I dont understand rich people who dress like trash | Mixed | Safe | User Added |
| I dont think ive ever seen a fight on the real world. I mean a word fight yeah. tons of times. but damn! that bitch swung | Mixed | Abusive | User Added |
| I dont say fuck bitches get money because i love em both | Mixed | Abusive | User Added |
| I dont mind gay people but the flamboyant "hey look at me Ima faggot" kinda gays annoy me. bruh just play wit ya booty in peace. ion care. | Mixed | Abusive | User Added |
| I dont mess with sneaky ppl nd they hoe intentions | Mixed | Abusive | User Added |
| I dont love these hoes . | 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