Research Article

RETRACTED: Research on the Predictive Analysis of Park Landscape Design and Cost Based on RNN Model

Table 1

Comparison of project cost prediction methods.

Prediction methodsAdvantagesDisadvantagesAccuracy

Fuzzy mathematicsVery good logical reasoning and intellectual presentation skillsHighly subjective; lack of automatic access to rulesLow
Grey theoryNo requirement for sample sizeFailure to consider the dynamic nature of project costsLow
Regression analysisSimple modelsUncertain factors are not consideredLow
Bayes predictionGreater flexibilityHighly subjectiveLow
Time-series predictionNo requirement for sample sizeHigh requirements for data reliabilityHigh
Support vector machinesFast predictionDifficulties in training large samplesHigh
Neural networksHigh precisionStronger data dependencyHigh