№ lp_1_2_19914
File format: docx Character count: 34979 File size: 154 KB
This case summary covers the landmark decision in a customary law divorce case in Zambia, involving issues of property division and maintenance under Ushi customary law.
Year: 2000
Region / city: Zambia
Topic: Customary Law Divorce, Property Division, Maintenance
Document type: Case Summary
Court: Supreme Court of Zambia
Judges: Sakala, Ag. D.C.J, Chirwa, Chibesakunda, J.J.S.
Author: N/A
Target Audience: Paralegals, Legal Professionals
Effective Period: N/A
Approval Date: 5th December 2000
Amendment Date: N/A
Price: 8 / 10 USD
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Post-hoc analysis and feature importance for classification models in MDD, SCZ, and HC participants
Year: 2026
Region: Not specified
Subject: Mental health, machine learning, psychiatric disorders
Document type: Supplementary material
Institution: Not specified
Authors: Not specified
Target audience: Researchers in psychiatry and computational modeling
Data type: Socio-demographic and experimental data
Analysis methods: ANOVA, LR, RF, XGB, MLP, stacking models, SHAP
Conditions: Major Depressive Disorder (MDD), Schizophrenia (SCZ), Healthy Controls (HC)
Variables analyzed: Reward components, reward consequences, reward magnitudes
Performance metrics: Accuracy (ACC), Area Under Curve (AUC), feature importance
Subgroup analyses: Symptom severity, medication status
Figures and tables: S1–S26, learning curves, confusion matrices, SHAP plots
Context: Supplementary research tables and figures detailing socio-demographic analyses, feature definitions, model performance, and feature importance for psychiatric disorder classification.
Topics: ZMSC Chibwe SCZ