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 |
|---|---|---|---|
| RT @Airrogance: bitch i'm legal so i'm ridin round like rambo ! | Mixed | Abusive | User Added |
| RT @Airjack3: RT @1017_Sqquad: Iont got not type ... Bad bitches is the only thing that I like | Mixed | Abusive | User Added |
| RT @AirSimba9: “@Treslyon: Tell a hoe NO for the sanctity of your relationship we gotta stop fucking these woman” | Mixed | Abusive | User Added |
| RT @AirSimba9: 😦@Treslyon: Keyair angels & female party promoters are not for me... Most party promoters are hoes & them angel bitches are … | Mixed | Abusive | User Added |
| RT @AidanGee1: How I feel playing flappy bird http://t.co/w3PrpiAhZQ | Mixed | Safe | User Added |
| RT @Ahki117: 😂😂😂 RT @K1ngMello: Lmfao "@Ravie_loso: How side bitches be when you scoop them up in the daytime! http://t.co/W8sH2AlViA | Mixed | Abusive | User Added |
| RT @Advil: remember when people boo’d One Direction and Gaga was having none of it. i love that bitch. | Mixed | Abusive | User Added |
| RT @AdviceToWriters: A bird doesn't sing because it has an answer, it sings because it has a song. MAYA ANGELOU #poetry #writing | Mixed | Safe | User Added |
| RT @Adrian1_knowsu: @0124jessi lml se pasa de shunsha 😘😘and no mi joda w ur bitch waaa 😂😂 | Mixed | Abusive | User Added |
| RT @Adrian1_knowsu: @0124jessi haha lml wrd no nah de pussy shit lol 😂😂 | Mixed | Abusive | User Added |
| RT @AdoreeLenaa: "@_KudaBrazyy: Hella bored doing laundry like a bitch"😂😂😂 I sincerely hate your soul ! | Mixed | Abusive | User Added |
| RT @AdoreBellaaa: Never trippin on no hoes | 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