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
@rachaelkbrown @BillyButlerKC @Oreo unexplainable! Mixed Safe User Added
@raajanS holy fuck, frozen pussy! you are crazy! Mixed Abusive User Added
@quilzel That's how rednecks eRecycle. http://t.co/6LRXIqSi8B Mixed Abusive User Added
@quezada_carlos7. Right these hoes on my dick about u dats how Mixed Abusive User Added
@pyroballyPOOPS 6-1 bitch dont hate Mixed Abusive User Added
@pussyjuices drink pussy juice nigga Mixed Abusive User Added
@pufntrees the bitch ass nigga I just called a bitch Mixed Abusive User Added
@puckluckbitch @RelaxVibes like I got time to be wasting on some bitch who broke up with me Mixed Abusive User Added
@pubsubs @Adessences @tzanchan86 btw, genocide isn't war. The people of Gaza are no more combatants than the people of the Warsaw ghetto. Mixed Safe User Added
@prtini Yes. And the @Yankees. And stalking weird people. SO MANY THINGS. #pr20chat Mixed Safe User Added
@protegykid I would reply with the red emoji but I'm not a nigger Mixed Abusive User Added
@princessmorggan yeah it was such a lie, thats why you deleted it nigger. Mixed Abusive 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