Statements (67)
| Predicate | Object |
|---|---|
| gptkbp:instance_of |
gptkb:operating_system
|
| gptkbp:bfsLayer |
4
|
| gptkbp:bfsParent |
gptkb:Symfony_Http_Kernel_component
|
| gptkbp:allows |
Non-linear classification
|
| gptkbp:applies_to |
Data transformation
|
| gptkbp:can_be |
Customizable
Parameterized |
| gptkbp:collaborated_with |
Research projects
|
| gptkbp:defines |
Mathematical functions
|
| gptkbp:developed_by |
Data scientists
|
| gptkbp:economy |
Regularization techniques
|
| gptkbp:enables |
Feature extraction
|
| gptkbp:enhances |
Model accuracy
|
| gptkbp:facilitates |
Software tools
|
| https://www.w3.org/2000/01/rdf-schema#label |
Custom Kernel
|
| gptkbp:is_adopted_by |
Startups
Tech companies Industry practitioners |
| gptkbp:is_analyzed_in |
Case studies
|
| gptkbp:is_challenged_by |
Data quality issues
Overfitting |
| gptkbp:is_compared_to |
Standard kernels
|
| gptkbp:is_considered |
Real-world applications
|
| gptkbp:is_described_as |
gptkb:municipality
|
| gptkbp:is_documented_in |
Open-source projects
Technical manuals |
| gptkbp:is_enhanced_by |
gptkb:collaboration
Feature engineering Ensemble methods |
| gptkbp:is_evaluated_by |
Performance metrics
Cross-validation Training data Test data Statistical tests |
| gptkbp:is_explored_in |
gptkb:Workshops
Online courses Research papers Simulations Hackathons |
| gptkbp:is_implemented_in |
gptkb:Support_Vector_Machines
Machine learning libraries |
| gptkbp:is_influenced_by |
Domain knowledge
|
| gptkbp:is_integrated_with |
Neural networks
Data pipelines |
| gptkbp:is_maintained_by |
User feedback
Iterative testing |
| gptkbp:is_optimized_for |
gptkb:benchmark
|
| gptkbp:is_part_of |
Statistical learning theory
|
| gptkbp:is_promoted_by |
Conferences
|
| gptkbp:is_reflected_in |
Performance reports
|
| gptkbp:is_related_to |
Kernel trick
|
| gptkbp:is_subject_to |
Computational limits
|
| gptkbp:is_supported_by |
gptkb:document
Academic institutions Community forums |
| gptkbp:is_tested_for |
Control groups
Benchmark datasets Validation datasets |
| gptkbp:is_used_for |
Pattern recognition
|
| gptkbp:is_used_in |
Regression analysis
|
| gptkbp:is_utilized_in |
Data analysis
Computer vision Predictive modeling Data analysts |
| gptkbp:supports |
Multiple data types
|
| gptkbp:tuning |
Hyperparameter optimization
|
| gptkbp:used_in |
gptkb:software_framework
|