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 @LiloNoSnitch_: 😂😂😂bitch bye😒 | Mixed | Abusive | User Added |
| RT @Lilbyrdy: If you only star tweets in hopes that you will magically get pussy...good luck and keep it up. | Mixed | Abusive | User Added |
| RT @Lil_A47: @Vonteeeeee typical coon activity | Mixed | Hate Speech | User Added |
| RT @LilTy___: Who do bitches take me for? 😂😂😂 | Mixed | Abusive | User Added |
| RT @LilTunechi: Pik taken by Biebz! Shout out my nig Jereme Rogers http://t.co/B1yhx9zuSV | Mixed | Abusive | User Added |
| RT @LilTunechi: Eddie Lacy rookie of the year! Well deserved The green & yellow bumble bee bekuz if he hit ya it's gon sting!Green Bay all… | Mixed | Safe | User Added |
| RT @LilTreProd: Why bitches brag about being crazy like that's cute? That's like a nigga bragging about how abusive he is | Mixed | Abusive | User Added |
| RT @LilReese300: This bitch must b from Jojo world 😂😴😱 | Mixed | Abusive | User Added |
| RT @LilReese300: Rip blood money shoryy was a rider blew dat 50 at shy glizzy bitch ass in his own city yea yea...#300 | Mixed | Abusive | User Added |
| RT @LilReese300: Ion feel dese nihhas or bitches...#300 | Mixed | Abusive | User Added |
| RT @LilReese300: I ain't chasin no hoes I got asthma lol...#300 | Mixed | Abusive | User Added |
| RT @LilReese300: Errday I take chances real street nigga shit take chances by fuckin wit u nothin ass hoes sumtime lol...#300 | 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