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 |
|---|---|---|---|
| “@TKetterhagen: “@lars_matthews: “@Nspan17: I really only like like 3 people in this town, everyone else is a faggot” me” me” me | Mixed | Abusive | User Added |
| “@THQcheerios: “@TropicalBlanket: 😊 http://t.co/YWj1I0wMa9” go to sleep bitch”stfu | Mixed | Abusive | User Added |
| “@SydneySantana_: @Treslyon I'm so dead 💀💀 why you hoe me http://t.co/PYKjhqBP19” idk I just felt like flaming you lol | Mixed | Abusive | User Added |
| “@SukaSuiti: "@uce_INA: Nawwww If you a hoe you sittin on the floor and not my damn couuuuuch💃" but your birthday is in Feb or naa?” Nope | Mixed | Abusive | User Added |
| “@Stoney_Blu: Y'all big braid gelled baby hair havin bitches look like Dashiki from Don't Be a Menace ... This is not up for discussion”😂 | Mixed | Abusive | User Added |
| “@StognerAllie: Jealous bitches be like ...'😂😒🌵.' 😂😂😂💀”😂😂😂 don't subtweet me hoe | Mixed | Abusive | User Added |
| “@Stfu_NobodyCare: I hate how some of you bitches come to school musty . Like how tf you walk out your house stank ? Your mama ain't shit”😂😂 | Mixed | Abusive | User Added |
| “@Stfu_NobodyCare: @codizzlleee @Satisfied_x you fck like a hoe so no thank you . Ima be classy when I do it 💀” 💀💀💀💀💀💀 bitch I'm dead | Mixed | Abusive | User Added |
| “@SteveStfler: Your relationship ended, not your life. stop being a whiny bitch” | Mixed | Abusive | User Added |
| “@Stamp_Denise: @DJsir_freshley it's almost been 10 yrs. You haven't had ONE gf since, u just been fckn hoes huh.” http://t.co/9BGr2766k8 | Mixed | Abusive | User Added |
| “@SouthsideVic: What if pussy treated condoms like cars treat seatbelts and kept beeping until u put it on?” 😂😂 | Mixed | Abusive | User Added |
| “@SouthsideVic: I let my girl handcuff me to the bed thinkin she gon do something freaky this bitch went through my phone” | 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