tanu/ML_AI_training
1
0
Fork 0
Code Issues Pull requests Releases Wiki Activity

added test data for runALLclfs

Browse source
This commit is contained in:
Tanushree Tunstall 2022-07-16 15:36:15 +01:00
parent c666c426c0
commit 6be17e3e3e
10 changed files with 113 additions and 741 deletions
Download patch file Download diff file Expand all files Collapse all files

14
UQ_yc_RunAllClfs_CALL.py
View file

@ -11,6 +11,20 @@ CVResultsDF_baseline.sort_values(by=['matthew'], ascending=False, inplace=True)
BTSResultsDF_baseline = YC_resD2['BlindTestResultsDF']
BTSResultsDF_baseline.sort_values(by=['matthew'], ascending=False, inplace=True)
# from FUNC
YC_resD2 = run_all_ML(input_pd=df2['X'], target_label=df2['y'], blind_test_input_df=df2['X'], blind_test_target=df2['y'], preprocess = True, var_type = 'mixed')
CVResultsDF_baseline = YC_resD2['CrossValResultsDF']
BTSResultsDF_baseline = YC_resD2['BlindTestResultsDF']
YC_resD_ros = run_all_ML(input_pd=df2['X_ros'], target_label=df2['y_ros'], blind_test_input_df=df2['X'], blind_test_target=df2['y'], preprocess = True, var_type = 'mixed')
CVResultsDF_ros = YC_resD_ros['CrossValResultsDF']
BTSResultsDF_ros = YC_resD_ros['BlindTestResultsDF']
# from sklearn.utils import all_estimators
# for name, algorithm in all_estimators(type_filter="classifier"):
# clf = algorithm()