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 |
|---|---|---|---|
| Ref finally calls it when it's an arm ball but those hoes didn't count the hand ball in the Mexico game. K #yesiamstillsalty | Mixed | Abusive | User Added |
| Red bitch with me dark skin friend callin talkin bout come and get me | Mixed | Abusive | User Added |
| Red Sox fans bitch the loudest about right field. Their hitters exempt from hitting them out too? #Yankees #YankeeStadium | Mixed | Abusive | User Added |
| Receipts? RT @LoyalLamb85: I still remember that time Lawrence left me a vile voice mail. He was angry. Called me a ho and everything. Lol | Mixed | Abusive | User Added |
| Reathie scared thenna bitch | Mixed | Abusive | User Added |
| Reathie phone jumping out the gym finna cut this bitch off | Mixed | Abusive | User Added |
| Reaper drones pinpoint Jihadi John http://t.co/IBScZeLxXe via @MailOnline | Mixed | Safe | User Added |
| Really. 3 hours to find paper work is retarded. Tarrant County Courts suck. #wasteoftime | Mixed | Abusive | User Added |
| Really wanna go biking downtown. The current lack of sunglasses... Not cool. Not happy. Prepare the bitch face. | Mixed | Abusive | User Added |
| Really tempted to let out the redneck side of my drink a lot of beer and sing some country karaoke.. | Mixed | Safe | User Added |
| Really craving my arroz con pollo y habichuelas right now | Mixed | Safe | User Added |
| Really bitch? No. | 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