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 |
|---|---|---|---|
| Sometimes a bitch needs to struggle to get where she going RT @odotkay: @viaNAWF sometimes. Some shit just an extra $30. | Mixed | Abusive | User Added |
| Sometimes I wish I had a cute pet monkey, but then I remember it would probably defecate everywhere, beat me up, and destroy my house. | Mixed | Safe | User Added |
| Sometimes I wake up on the ceiling , the floor , outside , near a trash can, on your mom, in Hollywood somewhere, in a ally somewhere | Mixed | Abusive | User Added |
| Sometimes I just want someone to bitch to about a shitty day | Mixed | Abusive | User Added |
| Sometimes I feel like being really nice to everyone then I'm just like wait you're all bitches anyway soooo | Mixed | Abusive | User Added |
| Sometime I wish I wasn't colored | Mixed | Abusive | User Added |
| Something like a perfectionist even check my horoscope bitch | Mixed | Abusive | User Added |
| Something funny here? RT @Peachpapayya: 😂😂😂 RT @MidCityAce: Control your excitement sir... “@11wdNICK: Lets gooooo Teena bitch!!!” | Mixed | Abusive | User Added |
| Someone's mother called me a "handsome, buff, yellow thang" last night... my ego was temporarily elevated and @binniemouse was dying lol | Mixed | Safe | User Added |
| Someone told Iggy Azalea she stunk as a child cause this bitch still upset yo it ain't even that deep | Mixed | Abusive | User Added |
| Someone tell this hoe to turn on lion king | Mixed | Abusive | User Added |
| Someone tell this bitch to stfu | 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