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 @WorIdStarFunnyy: When you and your boys discover a hoe http://t.co/MkonVchG4R | Mixed | Abusive | User Added |
| RT @Woody_AFC: I saw a great chimpout 2 summers ago. A middle aged Salvadoran and his 15 Yr old son got wasted by 6 beaners at the metlife … | Mixed | Hate Speech | User Added |
| RT @Woody_AFC: @_WhitePonyJr_ @ivanrabago_ no doubt about it. I mean its cute tossing around trash cans and having 98lb Mexican boys wantin… | Mixed | Safe | User Added |
| RT @Woody_AFC: @MANIAC3X @_WhitePonyJr_ lmaoooo what a bunch of fags | Mixed | Hate Speech | User Added |
| RT @Wonkasm: R.I.P. to the hoes dying for attention | Mixed | Abusive | User Added |
| RT @WomensHumor: Monday was SUCH a bitch today. | Mixed | Abusive | User Added |
| RT @Women_Fit: Use what talent you possess: the woods would be very silent if no birds sang except those that sang best. | Mixed | Safe | User Added |
| RT @WolfpackAlan: Oreos: First you twist it, then you- aw crap, it broke. | Mixed | Abusive | User Added |
| RT @WitnessLaron: So this ape can get a MCM but I can't unbelievable... http://t.co/TsmstRxQX7 | Mixed | Safe | User Added |
| RT @Witchsistah: "I ain't tryna steal ya car, but I DID eat the hell outcha wife's pussy!" #htgawm | Mixed | Abusive | User Added |
| RT @WitchoThirstyAz: I love being loyal to one person ☝️fuck having hoes 👫👏😌🙈 | Mixed | Abusive | User Added |
| RT @WingsoverHoes: Niggas gossip like hoes I'm sleep tho | 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