The search result for the key word "KUALA (Kinase drUgs mAchine Learning frAmework)"
A total of 1 results found based on your keywords
| Recommendation |
ID |
Data Information |
Model Information |
Application Information |
Reference |
| Rank |
Total_Score |
Model_ID |
Dataset_Name |
Element_type |
Data_features |
Model_name |
Algorithm_name |
Prediction_type |
Code_source |
Study_types |
Disease_name |
Target_name |
Drug_name |
Interaction_type |
Recommended_Number |
PMID |
Journal |
Publication_Year |
| 1 |
67.3 |
1836 |
NA |
Drug, Target |
Drug: Fingerprint, |
KUALA (Kinase drUgs mAchine Learning frAmework) |
Naïve Bayes (NB),Logistic regression (LR),Support Vector Machine (SVM),Decision Tree (DT),Random Forest (RF),Neural Network (NNet),eXtreme Gradient Boosting (XGBoost),K-Nearest Neighbour (K-NN),Classification and Regression Tree (CART),Least Absolute Shrinkage and Selection Operator (LASSO),Ridge Regression (RIDGE),Elastic net regression (ELNET) |
Drug Target Interaction (DTI) |
https://github.com/molinfrimed/multi-kinases |
Case studies |
NA |
Kinases |
NA |
Drug target interaction |
5 pedictions |
36284125 |
Sci Rep |
2022 |
