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 |
|---|---|---|---|
| @nerissaloren not home. Headed to work sorry ho | Mixed | Abusive | User Added |
| @nekolin @DestroTheNoble naaaa, just the faggots! So....I guess you wouldn't be around very long....would ya! | Mixed | Abusive | User Added |
| @neiltyson Neil, have you heard that scientists have discovered that, in fact, bitches do be trippin? | Mixed | Abusive | User Added |
| @negrorayrice @FuckTheMallcops I'll continue dis later. I'll be back bitch. | Mixed | Abusive | User Added |
| @neemjemoeder @SvensTweet @Harry_Dillema @wltrrr steek d morele vinger maar in j neus, zelfde soort types bij NATO stenigt vrouwen by bosjes | Mixed | Safe | User Added |
| @neeishaaa one thing about it baby I will NEVER Call a bitch phone bout a nigga. Ion know what app somebody playing with but it AINT ME | Mixed | Abusive | User Added |
| @nedrock83 don't tell what the fuck to "stop" with. 2nd, if you think it's protocol to put 6 shots in someone who's unarmed, you're a retard | Mixed | Abusive | User Added |
| @nathanmbennett2 lol she's always scheming dude. Jaime needs to keep his hoe on a leash....or I mean his sister lol. | Mixed | Abusive | User Added |
| @natashaleggero how dare insult that pearl harbor vet. You are a dumb cunt. | Mixed | Abusive | User Added |
| @nataleovrerytng hoes these days | Mixed | Abusive | User Added |
| @nCrusade @GodManiac_ come wage with us fag | Mixed | Hate Speech | User Added |
| @n0tsteven whatever you wall hackin pussy bich I'll fuk u up like I did ur mum, ur sis, ur step sis, ur mums mum, ur mums aunt 420 bich bich | 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