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 @realjonathanp: Bible RT @macktology101: You a hoe if you already got New Years Eve plans | Mixed | Abusive | User Added |
| RT @realist_iLLest: Mine too 😁🙌👌 RT “@187XO_: This ma niggah @trigga_tre123 👌” | Mixed | Hate Speech | User Added |
| RT @realist_iLLest: “@187XO_: Before I run from a niggah I'll lose the fight” | Mixed | Abusive | User Added |
| RT @rcooley123: Bill Maher mocks gullible America for missing the real enemy http://t.co/ApnsVg35Uf | Mixed | Safe | User Added |
| RT @rbomem: @viva_based broke, no even though Obama is working on it, bitch, no I got something between so no | Mixed | Abusive | User Added |
| RT @rasheed_wavy: @vivalakristia he bein a bitch | Mixed | Abusive | User Added |
| RT @rarebreedkena: shoutout to @OGMaco bitch you guessed it remix shit is 🔥🔥🔥 | Mixed | Abusive | User Added |
| RT @rappersaid: When Tyler the Creator said "Rape a pregnant bitch and tell my friends I had a threesome." http://t.co/ImPo02Ge65 | Mixed | Abusive | User Added |
| RT @rappersaid: When Tupac said "I ain't a killer but don't push me, revenge is the sweetest joy next to getting pussy." http://t.co/wL3mtG… | Mixed | Abusive | User Added |
| RT @rappersaid: When Joey Bada$$ said "Traded in my Nikes for a new mic, I guess it's safe to say he sold his soles for a new life." http:/… | Mixed | Safe | User Added |
| RT @randypop84: U bitches ain't paying my bills......so FUCK YOU | Mixed | Abusive | User Added |
| RT @randycaliboi: When I hear an ugly bitch talk about another ugly bitch 😐 ... http://t.co/RwvyvPYE2n | 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