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ADM and SB Performance
Classification Accuracy District Descriptives
Still need z scores for CBM Winter and Spring
Plot_ClassAccPredictedProbab
The issue with getting 0s in the confusion matrix results despite having a reasonable AUC might be due to an imbalance in the prediction threshold. By default, the threshold for classifying probabilities into class labels is set to 0.5. If the model is not well-calibrated or if the classes are imbalanced, using 0.5 as the threshold might not be appropriate.
Plot Math Data 3
Regression of ES with Hours of Instruction
Plot_Mathdata 2
Regression of ES with Days of Instruction
Plot_Mathdata
Days of Instruction and Effect Size