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 |
|---|---|---|---|
| "@JAYten9: In every cartoon theirs alway a @_nuffsaid15 saving these hoes lmao. http://t.co/9uKD8wtZ6x" lmao damn captain SaveAHoe | Mixed | Abusive | User Added |
| "@Itsyesie: #oomf is soooo cute. But he probably has hoes on him a lot." | Mixed | Abusive | User Added |
| "@ItsYahBoiRay: @anelylove if I don't get my dick sucked at yo party by a bad bitch I'm fr gone set it off 😂😂😂😂" *by @anelylove * | Mixed | Abusive | User Added |
| "@IScoutGirls: @verbally_abrupt bitch where u been" Around the world and back. Where you been? | Mixed | Abusive | User Added |
| "@Hudgens_11: Lets get drunk, get blowed, spit shit spark blunts & fuck hoes!" Bro white dudes have no chill. | Mixed | Abusive | User Added |
| "@HoskinsTy96: White boy power bitch" black power bitch | Mixed | Abusive | User Added |
| "@HornyFacts: Being single isn't an excuse to be a hoe." @TheOneMiss_Luu | Mixed | Abusive | User Added |
| "@HiImJoriB: I would wife a hoe only cuz we wouldn't care that we cheating in each other." ...why force the relationship in the first place? | Mixed | Abusive | User Added |
| "@HermosaAlma: This isn't ghetto.....it's smart https://t.co/MPAzQ3Jswf" I'm doing this idc | Mixed | Safe | User Added |
| "@HeartlessFuck: Glad I'm getting outta Atlanta. Nothing but a bunch of niggas in & outta jail & dumb bitches with mad kids fuckin em." | Mixed | Abusive | User Added |
| "@HaloTGMG: @1stName_Bravo nigga you know we hacky sack hoes." ...nah, I throw no look passes lmao | Mixed | Abusive | User Added |
| "@HBMostDope: Ugly bitches be like I'm my own WCW duh bitch you ain't nobody elses😂😂" | 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