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 |
|---|---|---|---|
| "Don't make me make you fall in live with a nigga like meee..." The birds 1&2 are my favorite songs by Weeknd | Mixed | Abusive | User Added |
| "Don't know no ugly bitches! Don't know no broke niggas!"--@Kevin_Gates | Mixed | Abusive | User Added |
| "Do you believe these hoes are not in fact loyal?" "I disagree with that, I do believe they are in fact the loyalest bunch,these hoes" | Mixed | Abusive | User Added |
| "Dad say hi to my snapchat" Dad "✌️✌️ duces bitch" 😂😂😩😩 | Mixed | Abusive | User Added |
| "Chinese Maverick: We were communicating Comrade , u know giving the imperialist Yanks the Birdie" https://t.co/38GZ1jerPS | Mixed | Safe | User Added |
| "Caesar is home" RT @Naewoodster: “@MjaySkillz: https://t.co/mw5KAojKXB"theres so much this bitch looks like. Lets start with ape shit”😭😭" | Mixed | Abusive | User Added |
| "By the way we do punch bitches." | Mixed | Abusive | User Added |
| "But I need a bad bitch that's hotter than me" might be the realist shit PartyNextDoor ever said. That's how I be feelin everyday | Mixed | Abusive | User Added |
| "Brownies for my brownie" I love this movie. 😅 | Mixed | Safe | User Added |
| "Boolin' in the bando wit a few bitches" | Mixed | Abusive | User Added |
| "Bleed out hoe!!!" -Alexa | Mixed | Abusive | User Added |
| "Batter the wee cunt Jewis" y cos he fucked my ex? Emma isnt battering the girls I've nailed?Ive moved on,stop being a pussy n do it urself. | 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