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 @cigarsNscotch: What's black and yellow and not going to win this year? WRONG! The answer is Tiger Woods. | Mixed | Hate Speech | User Added |
| RT @chvrchs: my rapper name would be nigger | Mixed | Abusive | User Added |
| RT @chvmpagne: fat bitch: "I'm thick" http://t.co/LqXvllvzHJ | Mixed | Abusive | User Added |
| RT @chvmpagne: I can't stand you "I don't text first" ass bitches. | Mixed | Abusive | User Added |
| RT @chvmpagne: Bitches that dress like this pussy taste like hot dog water and bad grades. http://t.co/wrfv9Ld6eo | Mixed | Abusive | User Added |
| RT @churchofbasebal: And people say baseball is boring? #redskins | Mixed | Safe | User Added |
| RT @chughes717: @TyZebruh trash cans are always demanding new music from the gawd Tyga | Mixed | Safe | User Added |
| RT @christeaa: Can't turn a hoe into a house wife babbyyy. | Mixed | Abusive | User Added |
| RT @chrisgeidner: The mandate still being in effect means the marriage ban in Nevada is unconstitutional. Trial court is yet to enter injun… | Mixed | Safe | User Added |
| RT @chrisbegettinit: “@_100D: It's like zero bitches in nap that's gon stick by yo side if you fall off 💯”FORREAL THO THIS AIN NO LIE 💯 | Mixed | Abusive | User Added |
| RT @chillvitooo: “@__KillSwitch: Nigga damn 😬😳 https://t.co/m7gExESuag”LMFAO Dej Loaf got all these bitches getting TRYED😭😭😭😭😭 | Mixed | Abusive | User Added |
| RT @chilltweetss: when I make the paper ball into the trash can 💨 http://t.co/Xnx2XEGACm | Mixed | Safe | 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