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
@gabbella03 rt something else from another bitch in panties about love I swear Mixed Abusive User Added
@gCan28 @JeremyWGR And then everyone bitches anyways. The guy can't win with the fans we have. We would run Revis out of here in his prime Mixed Abusive User Added
@fyps__ my fuckin name hoe Mixed Abusive User Added
@fucktyler me too Tyler it just makes me think that they're lil nigger baby hoodrats. Mixed Hate Speech User Added
@fucktyler lmao bitch is dumb slap her up Mixed Abusive User Added
@fucktyler fuck you spear chucker Mixed Hate Speech User Added
@freshestcrook @_MamaTosha lmao he lyin sis! His bitch told me if any light bulb in the whole wide world light up today i ca fuck Mixed Abusive User Added
@freshalina I call those my ghetto nunchucks...the reason I went 2 jail as well :( Mixed Abusive User Added
@freeyungnwild where's ours at nigguh ! Mixed Abusive User Added
@freeyungnwild "bitches talk shit, you got the right to swerve" god damnit you are da shittt Mixed Abusive User Added
@freddurst shut up faggot, no one cares Mixed Abusive User Added
@fredabrahams @Brown_Moses I saw the actual tweet while scanning Jihadi accounts. They put a screen shot of it with: all aid workers r spies 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