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 @AmPowerBlog: @velvethammer Parent in Phoenix Says Administrators Made Her Son Wear Pink Fairy Wings on First Day of High School http://… | Mixed | Safe | User Added |
| RT @AmEditing: You're responsible for the story inside you. Don't let self-doubt cripple your #creativity. #AmEditing #AmWriting #WriteTip | Mixed | Safe | User Added |
| RT @Alyssamichh: @Tronkitty bad bitch💞 | Mixed | Abusive | User Added |
| RT @AlxJames10: I mean sometimes eating a carton of Double Stuf Oreos is your only option. | Mixed | Safe | User Added |
| RT @AlvarezJackee: I turn into a bitch real quick. | Mixed | Abusive | User Added |
| RT @AloneInMyOwnWar: Bitches always uploading pics of a famous couple doing simple shit, like holding hands talkin bout "want this" bitch r… | Mixed | Abusive | User Added |
| RT @AlmightyVinny_: I can tell you a freak bitch don't lie to me | Mixed | Abusive | User Added |
| RT @AlmightyVinny_: Fucc hoes dats how I feel | Mixed | Abusive | User Added |
| RT @AlmightyVinny_: "I'm a soft more"😂😂😭 hoes dumb man | Mixed | Abusive | User Added |
| RT @AlmightyAlijah: Told yo bitch get on her knees I don't want no sex😎💯 | Mixed | Abusive | User Added |
| RT @AllyMarshalll: Good riddance bitches 👏✌👋 http://t.co/deQBjLFtxz | Mixed | Abusive | User Added |
| RT @AlliePeralta: “@pushaxrocca: smh http://t.co/MCeh9G6rmu” hoes like this are fucking it up for actual loyal girls smh. | 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