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 @ShadonHendrix: Same hoes running back tellin you shit about me be the same hoes trynna fuck you, same niggas tellin u shit be the mayne… | Mixed | Abusive | User Added |
| RT @ShabbaCranks: Running a train is fucking a bitch, you finish. Then somebody else come in and fuck the bitch. That's a gangbang speak of… | Mixed | Abusive | User Added |
| RT @Shaa_Jenkins: If I hit ya nigga , bitch I'm sorry 😈😎 | Mixed | Abusive | User Added |
| RT @Seymor_Buccs: Man, most of you coons couldn't jus up in quit yo job, if you found out ya boss racist, so shut tha fucc up. Niggas love … | Mixed | Hate Speech | User Added |
| RT @SexyKarenFisher: Oh it's Saturday funny time! You better redneck necognize! http://t.co/qc4mgs3ejp | Mixed | Safe | User Added |
| RT @Sexualgif: when u go through bae's phone & there's no hoes on there http://t.co/CYEJV5l608 | Mixed | Abusive | User Added |
| RT @Sexualgif: this bitch was so ungrateful 😩💔 http://t.co/exbLrnsyZv | Mixed | Abusive | User Added |
| RT @Sexualgif: if you pass up the chance with a hot faithful girl cause the single life with hoes is on your mind you are just plain dumb m… | Mixed | Abusive | User Added |
| RT @Sexualgif: if we're dating, don't be a sensitive bitch when i insult you.. i expect to be insulted back. | Mixed | Abusive | User Added |
| RT @Sexualgif: bitches are so shady... oh my god 😂😂 http://t.co/dJ3SrlwbTK | Mixed | Abusive | User Added |
| RT @SexualTruth: SEX FACT: A lot of women say getting their ass eaten feels better than getting their pussy eaten. | Mixed | Abusive | User Added |
| RT @SexualTruth: Jesus turns water into wine; Instagram turns busted bitches into dimes. | 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