/austin-animal-shelter-model

Prediction models for Austin Animal Shelter data set

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austin-animal-shelter-model

Prediction models for Austin Animal Shelter data set

Figure 1.0 - Global variables Figure 1.1 - Import External Libraries

SAMPLE Figure

  • 2.0 - Import Raw Data

EXPLORE

  • Figure 3.0 - Univariate Analysis

MODIFY

  • Figure 4.0 - Transform the Dataset
  • Figure 4.1 - Get Estmimates Coefficients and P-values
  • Figure 4.1 - Variable Selection
  • Figure 4.2 - Re-run Estimates After Variable Selection (Adj. R-Square improves)
  • Figure 4.3 - Display Selected Variable Effects

MODEL & ASSESS

  • Figure 5.0 LDA
  • Figure 5.1 Logit