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 @callmekennn_: im not finna beg a nigga to fwm, nor will I beg a bitch to be my "friend" 😂 fuck y'all thought? | Mixed | Abusive | User Added |
| RT @cIavdia: wow well aren't you just a fucking cunt :) | Mixed | Abusive | User Added |
| RT @bye_bye_byrdy: Weed ain't a drug! Its a fucking herb bitch! | Mixed | Abusive | User Added |
| RT @butter_obama: I love when @NICKIMINAJ say "bitch I'm me" 🙌 | Mixed | Abusive | User Added |
| RT @burnthewitchxo: I probably am mentally retarded | Mixed | Abusive | User Added |
| RT @burnett_dainah: California Chrome bitches!!!!!!!! | Mixed | Abusive | User Added |
| RT @bunnyasmin1125: I Still Be Craving An Oreo McFlurry b; | Mixed | Safe | User Added |
| RT @bugattibeez: to u bitches who have upside down default pictures, die. nobody has time to flip they phone around to see if u even uglier… | Mixed | Abusive | User Added |
| RT @bugattibeez: pussy still taste like McDonald's fries. RT @BOOSIERENE: I eat pineapples everyday they so good 😩👅 | Mixed | Abusive | User Added |
| RT @bugattibeez: "Nicki Minaj ass so fake." -a bitch walking around w/ weave | Mixed | Abusive | User Added |
| RT @buckupside: What kind of world do we live in, where bitches are getting surgery to make their butts BIGGER!? Since when do women want a… | Mixed | Abusive | User Added |
| RT @bubble_wrapMe: These hoes ain loyal | 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