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 |
|---|---|---|---|
| RT @AndyMilonakis: You give these bitches the Amex once, they gonna act like a chilly snob and try to go get that cardigan | Mixed | Abusive | User Added |
| RT @AndyMilonakis: I bet Beyonce's pussy tastes like a fresh caramel apple | Mixed | Abusive | User Added |
| RT @AndrogyneAdvent: The thing about Houston and Austin gays is 99% are hoes, ain't no wholesome bitches | Mixed | Abusive | User Added |
| RT @AndrogyneAdvent: @verbally_abrupt y'all got all the gay hoes | Mixed | Abusive | User Added |
| RT @Andrew_Jordan54: @WeilAnthony pussy. | Mixed | Abusive | User Added |
| RT @AndrewLuck23: Charlie Crist says OCare has been great? #ccot #tcot #teaparty #PJNET #Independents @jjauthor @BettinaVLA @FLGovScott htt… | Mixed | Safe | User Added |
| RT @AndreShakti: Just took electric stim to my pussy! Eeek! Back on @KinkLive in 5 mins! http://t.co/41apcwSmQN | Mixed | Abusive | User Added |
| RT @AnayaL8ter: I'm sorry ya woman shouldn't be helping you out financially unless that's ya wife these hoes dumb | Mixed | Abusive | User Added |
| RT @Anastacia_Cole: I like being Asian and all but it's a struggle having squinty eyes in every picture | Mixed | Safe | User Added |
| RT @AnAbsurdBird: Of course the day I nip out with shit hair & wearing my scruffy/but favourite stolen hoodie is the best time to bump into… | Mixed | Abusive | User Added |
| RT @AnAbsurdBird: I just realised my library books are overdue if anyone's looking for a bad bitch | Mixed | Abusive | User Added |
| RT @Amys22Cents I need to hit the lottery yo, this work shit??? For the fucking birds! | Mixed | Abusive | User Added |
Add Local Phrase
Batch Import CSV
CSV OnlyUpload 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