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
25504 Records| Phrase Text | Dialect | Category Label | Source |
|---|---|---|---|
| RT @gucci10I7: side hoes shall only eat side dishes fo ye are what ye eats -traprinthions 10:17 | Mixed | Abusive | User Added |
| RT @guardian_sport: World Cup 2014 diary: Argentina mock Brazil with twirling towels http://t.co/iJIFh5FVO0 (Photo: Getty) http://t.co/RckP… | Mixed | Safe | User Added |
| RT @grindingdude: #13Hours of hell. Obama flat out lied to get reelected. #killery <What diff does it make now? Karma, it's a bitch! http… | Mixed | Abusive | User Added |
| RT @grind2times: I don't think I even been in a real relationship...i thought they was real but they were just trash | Mixed | Safe | User Added |
| RT @greyyygoose: @marsvalo @Cheesus85 shut up bitch lol | Mixed | Abusive | User Added |
| RT @green_eyed_doll: The birds outside my bedroom window have way too much to talk about for first thing in the morning! Mrrrrrrr.... | Mixed | Safe | User Added |
| RT @greco_joel: Me: let's try a 2nd attempt of my first day of work The cold: haha yeah right I fucked your car and your bitch | Mixed | Abusive | User Added |
| RT @grannywinkle: girls, don't let a guy treat you like a yellow starburst u are a pink starburst | Mixed | Safe | User Added |
| RT @granniewinkle: bow down to me bitches, i am your chief http://t.co/35oSsUUwnH | Mixed | Abusive | User Added |
| RT @govs310: You shouldn't bitch about anything until you're in a 21 person group chat | Mixed | Abusive | User Added |
| RT @gotmollylove: girls really be comfortable with they dudes addressing them as "they bitch" I'm sorry but that will never fly with me. | Mixed | Abusive | User Added |
| RT @gorgeouss_kee: @joytooawesome @vintage_monroe_ 😐 bitch.... Yall relationship ain't shit but a theory | 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