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 @natalie_vasquez: Fucking hate ignorant ass bitches | Mixed | Abusive | User Added |
| RT @natal_mendoz: Whore slut cunt bitch nigga | Mixed | Hate Speech | User Added |
| RT @nandotrash: Tell a girl to "calm down" she'll act like you just kicked her in the pussy | Mixed | Abusive | User Added |
| RT @n1irving: ☕🐸 this isn't tea anymore "@ChickenColeman: How do bitches "Peep everything" but still getting cheated on something not addin… | Mixed | Abusive | User Added |
| RT @mzkiccz: I don't tell bitches I show bitches😌💅 | Mixed | Abusive | User Added |
| RT @mykvh: bitches be like "if you come over were not fucking" but it happened & she shaved bitch knew wassup 😂 | Mixed | Abusive | User Added |
| RT @mwootey420: Chael P suplexin motherfuckers on their domes and shit | Mixed | Abusive | User Added |
| RT @musedbymusic: Thanks to @TonyJRodriguez I have learned way more than I ever wanted to know about birds... | Mixed | Safe | User Added |
| RT @murrman5: you up, Charlie Brown? | Mixed | Safe | User Added |
| RT @murrman5: "Hun, I'm quitting my job and going to learn to become a psychic. Now I know what you're thinking, well not yet. I'm going to… | Mixed | Safe | User Added |
| RT @murdcr: @sorryimalex @dollskill buy the girl stuff you twink ass bitch | Mixed | Abusive | User Added |
| RT @mundyspeaks: Poll: Florida Governor Rick Scott is leading Charlie Crist by five points. http://t.co/W2Kkny4Nvy | Mixed | Safe | 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