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 |
|---|---|---|---|
| Just seen the baddest bitch in tower city... My heart just got warm 😂😂😂 | Mixed | Abusive | User Added |
| Just seen a pic comparison of Lou Holtz and he grandma off Beverly hillbillies and I can't stop crying tears of unfathomable hilarity. | Mixed | Safe | User Added |
| Just seen a dude wearing all black and white outfit with Pyrex shorts. She's getting some pussy tonight. | Mixed | Abusive | User Added |
| Just sayin what up hoe RT @pufntrees: @202SOLE fuck i do to u bitch | Mixed | Abusive | User Added |
| Just saw wat @DaddySammy24 did to my car -.-t bitch | Mixed | Abusive | User Added |
| Just saw the baddest bitch in life walking down the street if she didn't have that Aeropostale shirt on I prolly woulda gamed her ass up | Mixed | Abusive | User Added |
| Just saw a lady that looks like honey boo boos mom. Goddamn that bitch is ugly. | Mixed | Abusive | User Added |
| Just saw a crow gallop across the road. #mmkay #wut 😂 | Mixed | Safe | User Added |
| Just said cunt in front of this old lady, I kinda froze, then she yelled "YEAH YOU TELL THAT CUNT!" Is it too late in life to get adopted? | Mixed | Abusive | User Added |
| Just said bye to @ParkerWidly. Last time I have to see his bitch ass for four months #ThankGod | Mixed | Abusive | User Added |
| Just remember when having standards becomes cool again......im gonna call a lot of you out for staying quiet like a bitch all this time. | Mixed | Abusive | User Added |
| Just read this instagram profile "luv my grls, princesses by birth, bitches by choice" yeaaah youre cool.. #tryhard #loser | 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