current12 Stat-222-Project issues

current12 / Stat-222-Project

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Rating Changes Classification Reports

#104 ijyliu closed 6 months ago
0
Table of Critical P-Values?

#103 ijyliu closed 6 months ago
0
Add list of five connected nodes to network graph tooltip

#102 ijyliu closed 6 months ago
0
Logistic Regression Coefficient Analysis

#101 ijyliu closed 6 months ago
1
Change Model Results Discrepancy

#100 ijyliu closed 6 months ago
2
FinBERT Positivity Score Description

#99 ijyliu closed 6 months ago
0
Permutation Importance Rank for numeric transparency + other nlp variables in plots

#98 ijyliu closed 6 months ago
0
Rerun company mentions and associated eda

#97 ijyliu closed 7 months ago
1
Update NLP Features EDA and Visualizations

#96 ijyliu closed 7 months ago
0
Sampled version of firm network graph

#95 ijyliu closed 6 months ago
4
Run McNemar's test on close accuracy results

#94 ijyliu closed 7 months ago
1
Add train accuracy to logistic regression to see if overfit

#93 ijyliu closed 7 months ago
1
Run Best Tabular Classifier on Same Observations as Graph NN

#92 ijyliu closed 6 months ago
4
Ensemble Best Performing GNN and Best Performing Tabular Classifier

#91 ijyliu opened 7 months ago
0
Review Graph Neural Network and Deploy with More Features

#90 ijyliu closed 6 months ago
2
Integrate more ratios and diffs into models

#89 ijyliu closed 7 months ago
1
Visualize Doc2Vec Network of All Firms

#88 ijyliu closed 7 months ago
1
Rerun all EDA and Logistic Regression Rating Models

#87 ijyliu closed 7 months ago
2
Run NLP features on new calls

#86 ijyliu closed 7 months ago
0
Company Dropout Documentation: Summary for reference/noting in writeups/presentations:

#85 ijyliu closed 7 months ago
0
Stepwise Model Changes to Account for Previous Rating

#84 ijyliu closed 7 months ago
0
Revamped Rating Change Model

#83 ijyliu closed 7 months ago
2
Pick some example data points and investigate the impact of NLP features

#82 ijyliu closed 7 months ago
0
Average FINBERT Embeddings for each call

#81 ijyliu closed 7 months ago
2
add note to documentation about dropping bad nlp features items

#80 ijyliu closed 7 months ago
0
Ask Libor to Confirm Inclusion of Previous Rating

#79 ijyliu closed 7 months ago
5
XGBoost

#78 ijyliu closed 7 months ago
10
divide question count by call length?

#77 ijyliu closed 7 months ago
3
investigate outlier value for PCA tone feature

#76 ijyliu closed 7 months ago
3
Put all variables in sum stats table or make separate tables for date variables, categorical variables

#75 ijyliu closed 7 months ago
2
autogluon best presets with updated variables and train-test split

#74 ijyliu opened 8 months ago
0
Cleaning Steps

#73 ijyliu closed 8 months ago
0
Roadmap and Next Steps as of 4/5

#72 ijyliu closed 7 months ago
0
Rating trend over time

#71 ijyliu closed 7 months ago
1
update autogluon results with new train-test split and selected variables

#70 ijyliu closed 8 months ago
0
Further Tabular EDA

#69 ijyliu closed 8 months ago
0
move NLP feature construction code

#68 ijyliu closed 7 months ago
1
Logistic Regression GridSearchCV

#67 ijyliu closed 8 months ago
0
Review NLP Feature Construction Code and Update README

#66 ijyliu closed 7 months ago
1
Try dedupe for matching NER firm names and tickers

#65 ijyliu closed 7 months ago
1
Upgrade NER to Transformer Model

#64 ijyliu closed 8 months ago
0
Use NASDAQ screener to improve sector data and add country and IPO year

#63 ijyliu closed 8 months ago
0
Implement Autogluon on SCF with Multimodal Transformers on data including the transcript

#62 ijyliu closed 8 months ago
1
note credit rating data access is limited and our model can be used to interpolate

#61 ijyliu closed 8 months ago
0
Integrate Annotation Project Question Category Classifications

#60 ijyliu closed 7 months ago
3
NLP Features EDA

#59 ijyliu closed 7 months ago
4
Predictors Allowed

#58 ijyliu closed 8 months ago
2
Exploring Graph Neural Networks

#57 ijyliu closed 7 months ago
3
List of Questions for Libor

#56 ijyliu closed 8 months ago
0
Consider Dropping Items Missing Any Covariates of Interest

#55 ijyliu closed 8 months ago
6