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 @whodatth0: “@AAAdontplayy: lmfao hicks https://t.co/kNa2U0D2o0”lmfao | Mixed | Abusive | User Added |
| RT @whoThatBe_LAE: raising asia.... that lil bitch could dance bruh 😂 | Mixed | Abusive | User Added |
| RT @whiteboytatted: Shout out to all you girls that wear those holy cross leggings but got a pussy thats full of sin | Mixed | Abusive | User Added |
| RT @whitbreezy: Once I get a cold beer in my hand there ain't no mistakin who I am, I can't hide my redneck side | Mixed | Safe | User Added |
| RT @whisperdispatch: Charlie wearing the 'Don't Tread On Me' flag pin? Every Dem should show up in Congress in 2015 wearing that @ESQPoliti… | Mixed | Safe | User Added |
| RT @whiskeyqueeen: niggas ain't shit but hoes with dicks | Mixed | Abusive | User Added |
| RT @whatupwxll: @VivaLaKash 😂😂😂 got dhem hoes ! | Mixed | Abusive | User Added |
| RT @whaddoyoumean: Too many bitches is shady | Mixed | Abusive | User Added |
| RT @weirdstyle: I have 0 hoes lmfao | Mixed | Abusive | User Added |
| RT @wegomakeit: pussy pussy pussy i smell ya frum bout a mile away😴 | Mixed | Abusive | User Added |
| RT @weakenednachos: last thought before bed: in '92 we had a "mock election" in 3rd grade and i voted for Perot. maybe i related to his rea… | Mixed | Safe | User Added |
| RT @wcvbkelleyt: Just me or are there a lot of tweets from media tonight about election night food??!! For the record: cheese & crackers @s… | 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