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
Dab r us nigguh Mixed Abusive User Added
Daaamn lmao right back to them old ways RT @KingTralle Look at this hoe ass nigga covering Wiz face you hoe http://t.co/lpPToFmj5R Mixed Abusive User Added
Da house next door to me been sold to honkies Mixed Abusive User Added
Da fuq ho Mixed Abusive User Added
Da bitch mouf was smellin like da porta potties at da mustang field 😂😂😂 Mixed Abusive User Added
DRUGS> Is why #Giants are losing. Just ask #barrybonds and the HEDGE BET FUND> #WorldSeriesGame6 #faggots Mixed Safe User Added
DO IT DO IT! You'll still e a fag but do it(: — I'll pass Heidi. ;) http://t.co/UTttLmOLXO Mixed Abusive User Added
DMV nigguh dress funny as hell Mixed Abusive User Added
DIVERSITY: Chcgo Blck Pstr Flooded w/ Dth Threats Ovr Endorsement Of GOP Candidate: “U Sellout Uncle Tom Ass N*gger” http://t.co/vcBWzkyeDv Mixed Hate Speech User Added
DEREK JETER clap clap clapclapclap #Yankees Mixed Safe User Added
DCC bitches knocked out on the grass Mixed Abusive User Added
Cuz you a hoe RT @crystalFbadd fair exchange “@ItsElmosWorld: yall have sex with a dude then he buy you a bag or pay your rent, whats that?” 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