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 |
|---|---|---|---|
| @EmpressTaTa aww man we had a BALL. Small lil affair. Set that bitch out! | Mixed | Abusive | User Added |
| @EmmanuelRodz11 WILLIAN up in that hoe 😂😂😂😂 | Mixed | Abusive | User Added |
| @EmmaNillaNilla cocky sons of bitches | Mixed | Abusive | User Added |
| @EmmaLouisaSuttl Hit the clam chowder.Thanks for the wishes and the card | Mixed | Safe | User Added |
| @EmmaLouisaSuttl @timmyn90 Anyone bring in a monkey. | Mixed | Safe | User Added |
| @ElyssaJankowski @ComedyTextings haha she a stupid hoe | Mixed | Abusive | User Added |
| @Elvis_NotPresly I gt android dmt kno whats in that box my nig | Mixed | Abusive | User Added |
| @ElizabethBatman bitch. | Mixed | Abusive | User Added |
| @ElizabethBatman We doing it Lizard. Unless you skype us, bitches. | Mixed | Abusive | User Added |
| @ElizabethBatman & @z0mbiedance are bitches. | Mixed | Abusive | User Added |
| @Elijahfnbaby bra I'm bout to blaze this bitch | Mixed | Abusive | User Added |
| @EleyCome_EleyGo @caykelly16 movies don't matter as long as you do coon shit with coons you're a nigga! | Mixed | Hate Speech | 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