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
@BarackObama @MichelleObama omfg you elitist bitch no one cares what you think! go fuck yourselves are you in china anyway? Mixed Abusive User Added
@BarackObama @MarchForInnov send them damn beaners back where they belong n the US aint it Mixed Hate Speech User Added
@BangxBroz right in the pussy Mixed Abusive User Added
@Bam_N_DeyMouth you already know ima keep it trilla...Happy Bday lha bitch i love yu nigga! Mixed Abusive User Added
@Bam_N_DeyMouth grindin cuzz thats all shit dont stop wats good witcha thou bitch you been mia too Mixed Abusive User Added
@BallardTheG_ get this nigguh of this streets Mixed Abusive User Added
@BallOut057 I'm otp bitch hold on Mixed Abusive User Added
@BallBagSteve hoe b4 bros..smh. Mixed Abusive User Added
@BakariT bitch what? Mixed Abusive User Added
@Badbitch_Amen @JoeAnoaiReigns I put this bitch to shame😂😂 Mixed Abusive User Added
@Badassjae fuck no my school boring and ghetto Mixed Abusive User Added
@BaconParadox for two year old Oreos?-_- 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