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 @FunnyPicsDepot: how to get unlimited pussy in high school http://t.co/54vF2R3S3a | Mixed | Abusive | User Added |
| RT @FunnyPicsDepot: bitches in middle school be like http://t.co/8HdtphPH51 | Mixed | Abusive | User Added |
| RT @FunnyPicsDepot: bitches be like "I'm a virgin" http://t.co/mFDwXmg8ic | Mixed | Abusive | User Added |
| RT @FunnyPicsDepot: White trash warfare pt 3 https://t.co/zboIyjnfl9 😂😂😂 | Mixed | Hate Speech | User Added |
| RT @FunnyPicsDepot: When you get twerk from the thickest bitch in the room http://t.co/a6r9U18EFS | Mixed | Abusive | User Added |
| RT @FunnyPicsDepot: When u start realizing that bae is a hoe http://t.co/0j96w8OFMq | Mixed | Abusive | User Added |
| RT @FunnyPicsDepot: These 5th grade hoes ain't loyal http://t.co/hhPruzXR0J | Mixed | Abusive | User Added |
| RT @FunnyPicsDepot: Niggas develop superpowers when it comes to getting some pussy http://t.co/ADbxQlTDJj | Mixed | Abusive | User Added |
| RT @FunnyPicsDepot: Lmfao bitch got my phone https://t.co/alUNWj9SCk | Mixed | Abusive | User Added |
| RT @FunnyPicsDepot: Lmao I hate that hoe already 😂 http://t.co/0vRAm5PFJL | Mixed | Abusive | User Added |
| RT @FunnyPicsDepot: He really put "side bitch contract" 😂😂 http://t.co/KOktVOpVp1 | Mixed | Abusive | User Added |
| RT @FunnyOrTips: ugly people: taken 💏 nerds: taken 💏 hoes: taken 💏 everybody: taken 💏 me: 🚶 | 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