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 |
|---|---|---|---|
| @WendyDavisTexas @GregAbbott_TX So you support "illegals" coming here and spreading disease among Americans Dream that bitch! | Mixed | Hate Speech | User Added |
| @Web_BOW yes das def da problem.if his.teacher was a spear chucker he woulda gt both dose rite | Mixed | Safe | User Added |
| @WebAntOnYT btw Jim crow laws were supported by democrats not republicans and MLK was a republican #Fact | Mixed | Safe | User Added |
| @WeBeatBitches thats trash, its ot? | Mixed | Abusive | User Added |
| @WayToGoFucker @_AshirieeLove "bitch" | Mixed | Abusive | User Added |
| @WassupBeama lol bitch nigga ima get my gay homies on you | Mixed | Abusive | User Added |
| @WarriorRN61 At the peak of the war W joins the Texas natl guard to get outta Nam. Facts are a bitch. http://t.co/TnSZm31m9Z | Mixed | Abusive | User Added |
| @WarriorRN61 @mrgeology you inferred he tried to ho to Nam. He did not. He dodged it. He is no great leader. | Mixed | Safe | User Added |
| @Walmart fuck your store bitch | Mixed | Hate Speech | User Added |
| @WalkerJensen yaaaasssss it is. You are buhlowin' up my timeline, negro. 😋 | Mixed | Abusive | User Added |
| @Walken4GOP your not so godly after all u fuckin redneck peckerwood. | Mixed | Abusive | User Added |
| @WakeUpPeeps1 Read w/o slant your orig statement said 'everything' we have...that is the only extreme comment made | Mixed | Safe | 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