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 |
|---|---|---|---|
| RT @medzzzx: *claims hoes don't exist* *uses hoe in her name* http://t.co/tSNzJgPye4 | Mixed | Abusive | User Added |
| RT @mediacrooks: Report what u want. But physically chasing/hounding is uncivilised.. @AdityaRajKaul ..Also in case of Bansal/Gadkari @anil… | Mixed | Safe | User Added |
| RT @mediacrooks: Only an extreme lowlife bitches abt her juniors in public @SagarikaGhose .. Rajdeep Reveals His Ugly Character In NY http:… | Mixed | Abusive | User Added |
| RT @mediacrooks: I believe the time for uncouth/uncivilised people to be sentenced to death for racial slurs/attacks against NE citizens... | Mixed | Abusive | User Added |
| RT @meaghanyockey: "@savanaharanda: Is you a girl or a guy is you my mom or is you my dad ?" Im a butch dyke | Mixed | Hate Speech | User Added |
| RT @mckooley: shimmy shimmy ya bitch | Mixed | Abusive | User Added |
| RT @mckinley719: Like bitch. You already know the answer. It's all for bri #Duh | Mixed | Abusive | User Added |
| RT @mckinley719: "@wizkhalifa: Pretty bitches rep Taylor Gang" #Hollah lmfaoo | Mixed | Abusive | User Added |
| RT @mckenzie_mason: If you're a freshman and you've fucked 1/4 of the boys in the senior class.. You're a hoe. #NotCute | Mixed | Abusive | User Added |
| RT @mckee_mousee: “@itsDorry: r u african because ur a frican bitch” | Mixed | Abusive | User Added |
| RT @mckayllaa: I wish I had pretty colored eyes . | Mixed | Safe | User Added |
| RT @mayra2563: I love me some down ass bitches. | 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