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 |
|---|---|---|---|
| I always listen to ghetto ass rap when I get ready for football games. | Mixed | Abusive | User Added |
| I always felt funny about a chick calling me daddy.It sound sexy and all but bitch you need to go and find your dad... | Mixed | Abusive | User Added |
| I also had a dream that I went to the FOB show and FOB was rude to me and @audizzle was getting badly hit on by some creep | Mixed | Safe | User Added |
| I already know you trash if being tatted is on the list of things you want in a nigga.. | Mixed | Hate Speech | User Added |
| I already know Wilson gone hoe later on let me gone get my ammo | Mixed | Abusive | User Added |
| I already know I'm about to buy so many bitches drinks tonight that I'll never fuck but life's all about hits and misses. Gotta take chances | Mixed | Abusive | User Added |
| I already done been exposed on Facebook by some hoe | Mixed | Abusive | User Added |
| I almost was nice once.. Then I realized people need to toughen up and stop being such emotional bitches | Mixed | Abusive | User Added |
| I almost stepped on a bird running around the floor ah they are so creepy | Mixed | Safe | User Added |
| I almost ran this fine red bitch over. | Mixed | Abusive | User Added |
| I almost blacked out.... Little cunt was disrespecting my turtle.... And we don't disrespect Gorilla. | Mixed | Abusive | User Added |
| I almost beat that bitch up. | 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