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 |
|---|---|---|---|
| RT @d1_imaginary23: Boys get thirsty and grimey for a girl no pussy getting ass niggas | Mixed | Abusive | User Added |
| RT @cyberbullouing: i fought 2 little bitch ass 6 yr olds over a month ago for those :''') http://t.co/rasgyuT6pJ | Mixed | Abusive | User Added |
| RT @cyb3rvibes: “@SejlaSmajlovic: Funniest one lmfaoooo https://t.co/1WT6BBlIdp” "swag bitch" | Mixed | Abusive | User Added |
| RT @cwissi: beanies for life ◡̈⃝ http://t.co/iywPwmPGTu | Mixed | Safe | User Added |
| RT @curlyhairkilla: You gotta be a really weak bitch to let somebody's tweets offend you ...especially if you never met the person | Mixed | Abusive | User Added |
| RT @cuposyrup: What females do on twitter: 1. Brag bout loyalty 2. Call other females hoes 3. Song lyrics 4. Complain bout cramps 5. Twee… | Mixed | Abusive | User Added |
| RT @cthagod: You know my motto "It Ain't Tricking If She's Worth It" but fuck first, trick later depending on the potency of the pussy. | Mixed | Abusive | User Added |
| RT @cthagod: Lance Stephenson trash talk didn't affect anybody but Lance Stephenson | Mixed | Safe | User Added |
| RT @cthagod: Congress really is acting like a bunch of bitter bitches.You can't continue to refight an election you lost.Obama is President… | Mixed | Abusive | User Added |
| RT @cthagod: All it takes is one bitch ass monkey or human to fuck up every bodies Peace and Serenity. | Mixed | Abusive | User Added |
| RT @crystalcheyenne: @WhiteboiColeman thought you were sleeping, bitch ¿ | Mixed | Abusive | User Added |
| RT @crownkingz: Fuck these lancaster bitches they all the same | 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