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
@RomeoTorres99 bro do you fist bitches with that shit Mixed Abusive User Added
@RodMarley44 fr 12 was Finna bam a nicca he said yu lucky I jus got a robbery call Mixed Abusive User Added
@Rocko4Real is one of the rawest niccas doin dis shit! Mixed Abusive User Added
@Rock76_ like who let em bring Da heat in dis bitch 😳😨 .. #linkup bro Mixed Abusive User Added
@Roc_SS @BallHawk_Carter nah son we ca go half if it was my girl bitches be wanting to spend 400 and up on some fake hair Mixed Abusive User Added
@RobinFury Drake is bitch made for that, likes Phonte so much and won't do a track over that.... Mixed Abusive User Added
@RobinColdiron those god damn bitches smh run away!!! Mixed Abusive User Added
@RobertGBeckel: "Do you know how good Ho-Ho's are at 2am?" @AndreaTantaros answers, "You haven't given up all your ho-ho's." Whoa. @TheFive Mixed Safe User Added
@Rob_San9993 ha lol like at selenas horny bitch lol Mixed Abusive User Added
@RobFernau @GregAbbott_TX @NRA dead babies piled up like trash at a dump Something to be proud of Mixed Abusive User Added
@RobDa64 thanks!!! Now go clean that trash can ya lil nasty! Lol Mixed Safe User Added
@Rob215__ @thereal_2raw on god my bitch bad 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