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f22-ai-cbl
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#161
#173
ninanikitina
closed
1 year ago
0
#162
#172
ninanikitina
closed
1 year ago
0
Analysis of the output of random forest by creating a K-Mean Cluster, an unsupervised machine learning to generate the analysis!
#171
harrybsu123
opened
1 year ago
1
Analysis model through data visualization, and data anlysis
#170
harrybsu123
opened
1 year ago
1
#163
#169
ninanikitina
closed
1 year ago
0
#164
#168
ninanikitina
closed
1 year ago
0
#160
#165
ninanikitina
closed
1 year ago
0
MSE: Simple linear regression model
#164
ninanikitina
closed
1 year ago
1
MSE: Regularized Regression model
#163
ninanikitina
closed
1 year ago
1
MSE: Random Forest model
#162
ninanikitina
closed
1 year ago
1
MSE: XGBoost model
#161
ninanikitina
closed
1 year ago
1
MSE: Max pressure data preparation
#160
ninanikitina
closed
1 year ago
1
Train SciKit-Learn models and evaluate effectiveness for maximal pressure data.
#159
ninanikitina
opened
1 year ago
0
#157
#158
ninanikitina
closed
1 year ago
0
Add new features in set 3 and set 2 pipelines
#157
ninanikitina
closed
1 year ago
1
#152
#156
ninanikitina
closed
1 year ago
0
Heroku
#155
Stephanie-P-Ball
opened
1 year ago
1
Flask REST API
#154
Stephanie-P-Ball
opened
1 year ago
1
Look into best API options
#153
Stephanie-P-Ball
opened
1 year ago
1
New Feature: Femur gap distance
#152
ninanikitina
closed
1 year ago
2
145 new feature label cartilage healthy or damaged
#151
ninanikitina
closed
1 year ago
0
Evaluate accuracy with new data
#148
Stephanie-P-Ball
closed
1 year ago
1
Train linear regression with new data
#147
Stephanie-P-Ball
closed
1 year ago
1
Use new data on linear regression model
#146
Stephanie-P-Ball
closed
1 year ago
1
New Feature: Label cartilage “Healthy” or “Damaged.”
#145
ninanikitina
closed
1 year ago
2
#143
#144
ninanikitina
closed
1 year ago
0
New Feature: Curvature of medial and lateral cartilages
#143
ninanikitina
closed
1 year ago
1
Artifical Neural Network Trial and ongoing
#142
harrybsu123
opened
1 year ago
0
RandomForest Focus
#141
harrybsu123
opened
1 year ago
0
#139
#140
ninanikitina
closed
1 year ago
0
Measure MSE of the simple benchmark metrics for 10 time frames
#139
ninanikitina
closed
1 year ago
1
#132
#138
ninanikitina
closed
1 year ago
0
Add more sophisticated geometry features.
#135
ninanikitina
opened
1 year ago
1
#133
#134
ninanikitina
closed
1 year ago
0
Create raw dataframe of set_3
#133
ninanikitina
closed
1 year ago
1
Clean set_3 data
#132
ninanikitina
closed
1 year ago
1
#130
#131
ninanikitina
closed
1 year ago
0
Add simulation length to the features.
#130
ninanikitina
closed
1 year ago
1
128
#129
ninanikitina
closed
1 year ago
0
Add maximal contact pressure to each time point
#128
ninanikitina
closed
1 year ago
2
Add features: time point, maximal contact pressure for that time point, and simulation length (0 or 12 months)
#127
ninanikitina
opened
1 year ago
0
Prepare a new data set (set_3) for training
#126
ninanikitina
opened
1 year ago
0
Attempted bagging model
#124
Stephanie-P-Ball
closed
1 year ago
0
#113
#122
ninanikitina
closed
1 year ago
0
#115
#121
ninanikitina
closed
1 year ago
0
Reandom Forest Regression and Classfication Testing
#120
harrybsu123
opened
1 year ago
0
Decision Trees Regression and Classfication Testing
#119
harrybsu123
opened
1 year ago
0
#115
#116
ninanikitina
closed
1 year ago
0
Add new data: 171 knee
#115
ninanikitina
closed
1 year ago
1
109 propose 5 new features based on knee geometry
#114
ninanikitina
closed
1 year ago
0
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