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
@ZP3_ the little girl Tom Sawyer gets trapped in the cave along with Injun Joe and almost die. injun Joe dies and they find his treasure Mixed Safe User Added
@ZELNO96 one sick bitch Mixed Abusive User Added
@ZELNO96 Someone told me cuz some ppl like to use it as bitch some females don't like being calles female but meh *shrugs* Mixed Abusive User Added
@YvngHerbo @PRAYINFORGEMS sup fat bitch Mixed Abusive User Added
@Yung_Messiah nah he pussy he won't Mixed Abusive User Added
@Yung_Messiah @NoMeek_JustMilz swear to god log on later. I'm posting the score on every social network you bitch ass nigga Mixed Abusive User Added
@YungRetweet bitch Mixed Abusive User Added
@YungRajee Shit ill pay the premium to get away from these anything ass hoes Mixed Hate Speech User Added
@YungOBG hoe meter went off! Mixed Abusive User Added
@YungIll314 my lifestyles raw dog, one magnum will put a dickhead in the hole, and that was cumin out of the pussy lips Mixed Abusive User Added
@YungIll314 everybody in Dot Mob/O-Red/Mickey Factz when you battled Clips he wore some ancient hong kong shit + 2 different colored hi-tops Mixed Abusive User Added
@YungCofGOA @12YearsAHaitian need to start mcbob because Williams only shoot let him play with bird Mixed Safe User Added

Add Local Phrase

Batch Import CSV

CSV Only

Upload 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