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 |
|---|---|---|---|
| @KINGDOMMINDED__ @_lostb0y fuck off my pussy boi bitch | Mixed | Abusive | User Added |
| @KILLQuana lmao cunt | Mixed | Abusive | User Added |
| @KILLQuana choke on something hoe | Mixed | Abusive | User Added |
| @KILLDion @h_christianne politics isn't twitter coon lol | Mixed | Abusive | User Added |
| @KHShan @VictorB123 Oh but those last few that did.. Charlie, Wilma, Jeanne... | Mixed | Safe | User Added |
| @KEIRRANicolee I didn't know you was following me hoe 😂 | Mixed | Abusive | User Added |
| @KCJHoop pretty sure you meant flight and not flite, dumb ass cracker. | Mixed | Abusive | User Added |
| @KASSIGOD drinking away this stress. you got some new hoes for us? | Mixed | Abusive | User Added |
| @Jwreich142 @SteveWorks4You teabaggers are extremely dumb... | Mixed | Abusive | User Added |
| @Justin_Baez shut the fuck up faggot ass Knicks cock sucker your opinion is irrelevant fag | Mixed | Abusive | User Added |
| @Just_this_time we need more opinionated bitches. #MOAR | Mixed | Abusive | User Added |
| @JustWordsx dont favorite me you faggot | 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