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 |
|---|---|---|---|
| 😂😂 fucc nicca yu pose to be pullin up | Mixed | Hate Speech | User Added |
| 😂😂 bitches get stuff done. http://t.co/GvFpk65ah5 | Mixed | Abusive | User Added |
| 😂😂 My stomach in pain like a mufucka RT @OwIPharaoh This the nigga that's rating bitches 3/10? http://t.co/yFlFuBJ2Po | Mixed | Abusive | User Added |
| 😂😂 “@mcdonavins: Of course cooder's nudes are trash. She lives in the DMV what did you expect? 😂😂😂.” | Mixed | Abusive | User Added |
| 😂😂 “@JusDahl “@JustKorey “@JusDahl: Y'all have boring sex.” Nope.. I lick the side of my bitch face when I'm hittin it from the back”” | Mixed | Abusive | User Added |
| 😂😂 “@Juggs201: SOMEBODY GONNA DIE 😭😭😭 RT @SMCo71: @Juggs201 😂 theres a bitch on NJT setting up a lean as we tweet” | Mixed | Abusive | User Added |
| 😂 bruh these hoes gotta be stupid. | Mixed | Abusive | User Added |
| 😂 RT @TheOnlyReed: LMFAO RT @Tone314: If you watching porn & beating off & yo homie text u & it show his name in the banner you're a faggot | Mixed | Hate Speech | User Added |
| 😂 RT @LaShana_Sinead: Mimi too old to be covering her titties during sex😂😂😂 bitch you childish | Mixed | Abusive | User Added |
| 😂 Gucci b having me on my rude shit“@AmazinNaNa: Lol that's not nice "@SMCo71: " that bitch aint worth a quarter ""” | Mixed | Abusive | User Added |
| 😂 “@BossmobbE: Racist all month .. Fuck u honkey” | Mixed | Hate Speech | User Added |
| 🕛 is the most important thing. All this temporary bullshit and lies is fa the birds. Kill that ! | 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