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
All these touch screen phones and hoe u still got flipped http://t.co/G3MUxm2ldx Mixed Abusive User Added
All these so called real niggas and they hoes aint nuttin but some massah luvin uncle toms & aunt jamammi's fakin da funk. Mixed Abusive User Added
All these ratchet hoes be on tha same stuff ! Mixed Abusive User Added
All these ratchet bitches killin Gossip Girl Mixed Abusive User Added
All these niggas with these " Love Quote" Pages are some pussies. Them niggas don't be living what they talking bout Mixed Abusive User Added
All these hoes want boyfriend's but the last thing I need is more ties Mixed Abusive User Added
All these hoes trife I can never cuff , I've been hurt before so I can never give a fuck Mixed Abusive User Added
All these hoes say that wanna be cuffed bitch cuff this dick Mixed Abusive User Added
All these hoes fucking, but they don't want to seem like a hoe so you gotta hit em on the low. Mixed Abusive User Added
All these hoes fuckin..... Be Careful! Just cos she look good, don't mean she's good for you! Mixed Abusive User Added
All these fuckin dudes do is bitch at the refs....shut the fuck up and play Mixed Abusive User Added
All these faggot fell asleep on me 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