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 @tiathegawd: bitches be trying the wrong bitches & don't even be knowing.. | Mixed | Abusive | User Added |
| RT @tiaramescudi: I hate when bitter bitches try to take away someone's happiness. | Mixed | Abusive | User Added |
| RT @tianaroseee_: Mary Jane my only bitch | Mixed | Abusive | User Added |
| RT @thtsher__: if ya bitch mad tell ha I'll put ha own 💰 | Mixed | Abusive | User Added |
| RT @thoughtkendalI: dumb bitch ruined a perfectly good sweater http://t.co/lk8W8jjglI | Mixed | Abusive | User Added |
| RT @thotbucket: This kid is wearing HUF socks and a Don't Sweat My Swag sweatshirt. And I'm like leave some pussy for the rest of us dude | Mixed | Abusive | User Added |
| RT @thisdayinmetal: Apr 29th 1997 @WASPOfficial released the album "Kill.Fuck.Die" #TakeTheAddiction #MyTorturedEyes #WASP #HeavyMetal http… | Mixed | Abusive | User Added |
| RT @thirlrection: I will fight a bitch for Austin that's my gringo right there ain't no one messing with my white chocolate drop | Mixed | Abusive | User Added |
| RT @thinksarcasm: My music taste goes from ghetto black girl to depressed white girl. | Mixed | Abusive | User Added |
| RT @thiizz_: & fuck these bitches | Mixed | Abusive | User Added |
| RT @theyoungdread: Words go from babe to bitch, I love you to I hate you, I need you to forget you, you're my everything to you're nothing. | Mixed | Abusive | User Added |
| RT @theycallmenavy: @royaltyclubvp @Aswaad88 worse yet u meet a bird with a nice ras and you're like "something about u looks familiar" lol… | 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