Zambian Language Trainer Window
Curate local language datasets and trigger asynchronous machine learning training
Multilingual
Select Target Zambian Dialect to Manage & Train:
🇿🇲
Unified (All)
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Chibemba
🇿🇲
Chinyanja
🇿🇲
Chitonga
🇿🇲
Silozi
🇬🇧
English
🌐
Mixed/General
Local Dataset Inspector: All
25506 Records| Phrase Text | Dialect | Category Label | Source |
|---|---|---|---|
| RT @KingTeej_: Thats when you say "this bitch aint got no job" #mlrt | Mixed | Abusive | User Added |
| RT @KingShelton_: Hell nah bitch http://t.co/owR6BjoZz4 | Mixed | Abusive | User Added |
| RT @KingRyin: RIP Robin Williams, I'm gonna fuck the baddest bitch tonight for you bruh | Mixed | Abusive | User Added |
| RT @KingMiller_: The top comeback for when you call a nigga ugly. 1. "I still pull more hoes than you." | Mixed | Abusive | User Added |
| RT @KingLekan90210: I forgive all u hoes/girls | Mixed | Abusive | User Added |
| RT @KingLekan90210: All the hoes know each other 😂😩 | Mixed | Abusive | User Added |
| RT @KingL: Nigga fuck you u a bitch ass nigga..... Dat ain't sneak diss'n u bitch made shit starter RT @CeefourDaArtist: @KingL a sneak dis… | Mixed | Abusive | User Added |
| RT @KingKwama: Female IG Models in person be so trash 😢 | Mixed | Safe | User Added |
| RT @KingHorseDick: Nowadays if u have a threesome with these new generation bitches.. that one hoe gonna go tell everybody she fucked both … | Mixed | Abusive | User Added |
| RT @KingHorseDick: Long distance sex will definitely have u thinking u like a bitch a lil too much. | Mixed | Abusive | User Added |
| RT @KingHorseDick: Lol RT @youngtravo Nigga like "damn why would this bitch do this ? " I helped your family move and the dryer almost fell… | Mixed | Abusive | User Added |
| RT @KingHorseDick: Jody was really a pussy tho. He let some lil niggas jump him and take his bike. Old head sonned him in front of his mama… | 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