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 @bspence5: @Morning_Joe #msnbc new census questions=tempest in teapot,ACA stays,costs down,7.5mil+getting covered is a success story to … | Mixed | Safe | User Added |
| RT @bryannaaaaaa_: I'll naturally slap the shit outa oomf that bitch talk to much. | Mixed | Abusive | User Added |
| RT @bruhlmaoo: When bae sings "it ain't nothin to cut that bitch off" with too much enthusiasm http://t.co/2rwY1h0D0F | Mixed | Abusive | User Added |
| RT @brownandspicey: “@KB_Three: Can I sit on your face — Sit on a hot stove bitch http://t.co/0qc5Mz3pDL” 😩😂😭😂😭😂😭 | Mixed | Abusive | User Added |
| RT @brownandbella: YASSSSSSSSSSSSSS!!!! RT @DearLeader10: Nothing wrong with Black girls having high dick standards, our pussy bomb nigga! | Mixed | Abusive | User Added |
| RT @brookebrooklyn_: Spineless bitches in backless dressess | Mixed | Abusive | User Added |
| RT @brittanyaflores: you got niggas & I got bitches 👐 | Mixed | Abusive | User Added |
| RT @britnigiles_: don't mention a bitch from your past to me. first of all, i don't give a fuck. second of all, i don't care. and third, i … | Mixed | Abusive | User Added |
| RT @briannafbaby: Good girls take 4-12 months before they move on.. only hoes jump from nigga to nigga.. don't argue with me, this is scien… | Mixed | Abusive | User Added |
| RT @briangaar: Old white people complaining about government tyranny is like the Yankees being upset that players make too much money | Mixed | Safe | User Added |
| RT @brianduroha1: Bitches ain't shit hoes ain't neither | Mixed | Abusive | User Added |
| RT @brendacoyt_3: @Tonymartinezz15 😒✋ naw bruh member when you said that it was your snow -.- and your bitches 😂😂 that's my cake 👏 | 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