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 @KattWilliams: I hate ghetto loud rude ugly bitches, Bitch you already ugly ... why the f*ck you gotta to be loud too? | Mixed | Abusive | User Added |
| RT @KattWilliams: A MILF is a sexy ass mom over 35. If you're 20, you're just a bitch with a baby | Mixed | Abusive | User Added |
| RT @KattPacWilliams: Niggas wearing TOMS & UGGS , & bitches wearing JAYS & TIMBS. Lol, this aint what Usher meant when he said "Trading Pla… | Mixed | Abusive | User Added |
| RT @KatiePavlich: Now go take out the trash “@sdoocy: . Today I was #outnumbered, but thankfully not #dismembered! Thanks, Ladies http://t.… | Mixed | Safe | User Added |
| RT @KatiePavlich: Charlie Crist doesn't have any more political parties to join, but he could become a spokesman for a fan company. | Mixed | Safe | User Added |
| RT @KathrynBruscoBk: Think #windturbines are bad for birds? Compare: http://t.co/FpOSfLdOXW via @BloombergNews http://t.co/Eh6I7dOjUz via … | Mixed | Safe | User Added |
| RT @KatelynBarnes3: Working out with the hoes @savanaharanda @AnnaComan2 | Mixed | Abusive | User Added |
| RT @Kash_Stackz: Him: your nudes are safe with me. Her: *sends nudes* Him: *calls homie* aye, why this hoe send me this trash ass nude, yu … | Mixed | Abusive | User Added |
| RT @KarmenKarma: @KimKxxx @Tristan_Berri @YouknowRilynn @AmandaTateXXX about to go out with all these hot bitches! #happybirthdaytome http… | Mixed | Abusive | User Added |
| RT @KarlenaSkiff: Could never date someone with yellow teeth😷 | Mixed | Safe | User Added |
| RT @KarinaCasallas: LMFAO OH NAH SHE KEEP IT THREE HUNNA"@catoxx3: @DJZeeti twitpic a selfie if u a ho http://t.co/j4RuNFZrtX" | Mixed | Safe | User Added |
| RT @KarenRFM: No-TV-During-the-Week #parenting rule has thrown quite a monkey wrench into #RooseveltsPBS viewing schedule. #DVRtime @wcve #… | 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