Effects of Data Resampling on Predicting Customer Churn via a Comparative Tree-based Random Forest and XGBoost
Customer attrition has become the focus of many businesses today–since the online market
space has continued to proffer customers, various choices and alternatives to goods …
space has continued to proffer customers, various choices and alternatives to goods …
[PDF][PDF] BloFoPASS: A blockchain food palliatives tracer support system for resolving welfare distribution crisis in Nigeria
With population rising to approximately 200 million Nigerians–fast-paced, urbanization has
continued to advent food insecurity with maladministration, corruption, internal rife, and …
continued to advent food insecurity with maladministration, corruption, internal rife, and …
FiMoDeAL: pilot study on shortest path heuristics in wireless sensor network for fire detection and alert ensemble
With the incessant outbreak of fire, the heavy loss to both lives and properties in the society
fire has since become a critical issue and challenge that needs our daily attention to be …
fire has since become a critical issue and challenge that needs our daily attention to be …
[PDF][PDF] Pilot Study on Consumer Preference, Intentions and Trust on Purchasing-Pattern for Online Virtual Shops
User behaviour about an item is a choice predicated on their perception of the item in order
to satisfy the intent of such a purchase pattern/choice as made. With virtual stores to improve …
to satisfy the intent of such a purchase pattern/choice as made. With virtual stores to improve …
Comparative Data Resample to Predict Subscription Services Attrition Using Tree-based Ensembles
The digital market today, is rippled with a variety of goods/services that promote
monetization and asset exchange with clients constantly seeking improved alternatives at …
monetization and asset exchange with clients constantly seeking improved alternatives at …
Pilot study on enhanced detection of cues over malicious sites using data balancing on the random forest ensemble
The digital revolution frontiers have rippled across society today–with various web content
shared online for users as they seek to promote monetization and asset exchange, with …
shared online for users as they seek to promote monetization and asset exchange, with …
AQuamoAS: unmasking a wireless sensor-based ensemble for air quality monitor and alert system
The increased awareness by residents of their environment to maintain safe health states
has consequently, birthed the integration of info tech to help resolve societal issues. These …
has consequently, birthed the integration of info tech to help resolve societal issues. These …
Enhanced data augmentation for predicting consumer churn rate with monetization and retention strategies: a pilot study
Customer retention and monetization have since been the pillar of many successful firms
and businesses as keeping an old customer is far more economical than gaining a new one …
and businesses as keeping an old customer is far more economical than gaining a new one …
Hypertension Detection via Tree-Based Stack Ensemble with SMOTE-Tomek Data Balance and XGBoost Meta-Learner
High blood pressure (or hypertension) is a causative disorder to a plethora of other ailments–
as it succinctly masks other ailments, making them difficult to diagnose and manage with a …
as it succinctly masks other ailments, making them difficult to diagnose and manage with a …
Stacked Learning Anomaly Detection Scheme with Data Augmentation for Spatiotemporal Traffic Flow
The digital revolution births transformation in many facets of today's society. Its adoption in
transportation to curb traffic congestion in major cities globally advances smart-city …
transportation to curb traffic congestion in major cities globally advances smart-city …