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
25504 Records| Phrase Text | Dialect | Category Label | Source |
|---|---|---|---|
| RT @toodope_bro: If a nigga can tell hoes he's taken , he's a real nigga . | Mixed | Abusive | User Added |
| RT @tonyrobbins: Piers Morgan to Charlie Sheen: “You were taking Cocaine…” Charlie Sheen: “I wasn’t taking it. I had to pay for it.” via ... | Mixed | Safe | User Added |
| RT @tonymoore: Found cheese cracker sandwiches in the cabinet, a year expired. Ate them anyway. If I die tonight, these will be the worst l… | Mixed | Safe | User Added |
| RT @tomtomorrow: Have their been any reports of an aerosolized virus that turns apes intelligent? Seems like that kind of day. | Mixed | Safe | User Added |
| RT @tommyjaster: Where da hoes at... C'Mon thru at Hatchy's in Utica TDT about to rock dis biiaaaatch. #TDTHoe #teamspade #highgang | Mixed | Abusive | User Added |
| RT @tommy_kayyy: Aye little bitch y'all niggas hirin? 😂😂😂 https://t.co/F0nTMVCDio | Mixed | Abusive | User Added |
| RT @tolkienproverb: Fairy tale does not deny the existence of sorrow and failure... | Mixed | Safe | User Added |
| RT @tokmetzis: Dreigdwergen, haatsmurfen en de Roze Khmer: hoe Twitter een slagveld werd https://t.co/lhVKkkHQDF via @decorrespondent | Mixed | Safe | User Added |
| RT @toddknife: Full @weakenednachos set (except the last song) from Southern Darkness Fest last month. Who's the ape on guitar? https://t.c… | Mixed | Safe | User Added |
| RT @tnicolle_rauzi: We always bitch about the opposite sex when we're equally just as scandalous. Not all, but a large sum. Hypocrisy at it… | Mixed | Abusive | User Added |
| RT @tmoney_presa: *when bae sings "it ain't nun to cut that bitch off" with too much enthusiasm* http://t.co/CN0Vtrk8DA | Mixed | Abusive | User Added |
| RT @tmaeleen: this bitch just blew my high & i was off all of dese drugs... | 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