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
@DanLukas12 gotta keep your bitch in check Mixed Abusive User Added
@DamontDa @NateMurdoch @jackdatow2335 @MKpest002 @OandAPests fuck off lil bitch, prolly gotta lil dick Mixed Abusive User Added
@DamoneTheDon bitch I got some bloods dat hang in la Mixed Abusive User Added
@DamierGenesis pulled up in that bulbasuar, you know I'm bout to make yo girl pussy sore Mixed Abusive User Added
@DamianHuffaker you're from a trash can Mixed Safe User Added
@DamianHuffaker haha just kiddin but ya we should and get that fag @taylerhatesyou to come and well go fishin or some shit Mixed Abusive User Added
@Dalton_ryann laying in bed bout to pass out 630 is gonna be a bitch Mixed Abusive User Added
@Dalton_ryann @parkatie @blakeanderson21 I guess that dumb bitch but we all need to drink some time my place an fuck someone up haha Mixed Abusive User Added
@DallyJackson I'm here now hoe Mixed Abusive User Added
@Daa_Boy_Rell @sluttyboy_kush @keem_Escobar you. A bitch too Mixed Abusive User Added
@DaRealAlexInLA @Woody_AFC @Rodriguez5_ the nig is fun to watch got to admit, ebola boy can speak broken Spanish too lol Mixed Hate Speech User Added
@DaRealAlexInLA @Buckm00se he wasn't training gook boy doe 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