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 @GDKElijah: Ladies, if your pussy sounds like this please hit my DMs. I need you for a science project 👀 https://t.co/XR0HgOld5m | Mixed | Abusive | User Added |
| RT @GBithc: This bitch think she cute and have all the guys over her hunny ur fake asf just like ur weave he dont even like u stfu | Mixed | Abusive | User Added |
| RT @G0ldenG0ddess: Turn up about to be real , marriott with my bitches for the weekend , mansion tonight , adult swim tomorrow 💃 | Mixed | Abusive | User Added |
| RT @Fvnxy: When bae turns out to be a hoe http://t.co/h37nSQCmaR | Mixed | Abusive | User Added |
| RT @Fvnxy: Irrelevant people talk so much shit like who the fuck are you bitch | Mixed | Abusive | User Added |
| RT @FunnySayings: “you’re a bitch” that’s new information thanks | Mixed | Abusive | User Added |
| RT @FunnyQuotees: I hope a bird shits on your face, bitch. | Mixed | Abusive | User Added |
| RT @FunnyQuotees: Halloween use to be a holiday for kids. It is now National dress like your inner hoe day. | Mixed | Abusive | User Added |
| RT @FunnyPicsDepot: this the "I play soccer, cheat on girls, and wear khaki coloured cargos" haircut http://t.co/rJVOVoO53l | Mixed | Safe | User Added |
| RT @FunnyPicsDepot: this bitch at the mall shaped like mr. incredible http://t.co/L8CuVNznWm | Mixed | Abusive | User Added |
| RT @FunnyPicsDepot: rt if u remember when steve from 'blue clues' left us with that other bitch ass nigga joe http://t.co/AMJyeK77QA | Mixed | Abusive | User Added |
| RT @FunnyPicsDepot: pussy ass nigga http://t.co/lXONrmTQTK | Mixed | Hate Speech | 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