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 |
|---|---|---|---|
| RT @Heissarcastic: Saying "bitch" after proving your point. | Mixed | Abusive | User Added |
| RT @Heissarcastic: Pop a molly? Why don't some of you hoes start popping birth control | Mixed | Abusive | User Added |
| RT @Heissarcastic: Math city bitch, math math city bitch, math city bitch, math math city bitch, 10, 10, 10 and 20 equals 50 bitch. | Mixed | Abusive | User Added |
| RT @Heissarcastic: If my tweets offend you: 1. stop being a sensitive pussy 2. Fuck your feelings | Mixed | Abusive | User Added |
| RT @Heissarcastic: If my jokes offend you: 1) I'm sorry 2) It won't happen again 3) 1 & 2 are lies 4) You're a pussy 5) Your Mom hates you… | Mixed | Abusive | User Added |
| RT @Heissarcastic: Facebook needs these 3 buttons: "Dislike", "Who cares", "Are you retarded?" | Mixed | Abusive | User Added |
| RT @HeisNotAllowed: My boyfriend isn't allowed to give a girl his jacket. That hoe knows damn well what channel the weather is on, she cou… | Mixed | Abusive | User Added |
| RT @HeidiL_RN: Fuck Islam you pigfucking trash troll. @ItsJustMe7o7 @MzKeriEvans @ctbauza | Mixed | Hate Speech | User Added |
| RT @HeavensWay_: “@Thompson_Era: “@JuniorMaye8: @Thompson_Era it goes to her ego” And her head bc it sholl is big” bye bitches | Mixed | Abusive | User Added |
| RT @Heartlle: i don't like girls that've been around 😴, niggas really be cuffin' community pussy. | Mixed | Abusive | User Added |
| RT @Heart_LessGirl: I know how in the moment people can be. Especially guys. So excuse me for not trusting you being fucked up around hoes. | Mixed | Abusive | User Added |
| RT @Heart_LessGirI: It amazes me how simple it is for girls to be insane bitches when it'd be just as easy for them to be normal & sane. Ge… | 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