24 Commits

Author SHA1 Message Date
2a715c7c72 Finish part 2 of Summary 2020-12-13 23:49:57 +01:00
59895f4b8a Remove imputation of values from part 2 2020-12-13 23:14:53 +01:00
8b2ce6b5c9 Write first part of the Summary 2020-12-13 23:03:13 +01:00
4a345b832c Fix data normalization for knn 2020-12-13 22:24:52 +01:00
e63406c0a8 Replace the samples argument with cluster number 2020-12-13 18:05:22 +01:00
b4e90c1174 Replace AffinityPropagation with SpectralClustering 2020-12-11 18:58:50 +01:00
7e356fed37 Save the number of clusters correctly 2020-12-11 17:17:46 +01:00
6fe18d594c Fix sample size selection 2020-12-11 14:46:40 +01:00
8bcc7fa7bc Subset the dataframe columns after case filtering 2020-12-11 13:55:27 +01:00
e15685d575 Remove type hints and the rename_model function 2020-12-11 13:08:37 +01:00
a3798a781f Fix typos 2020-12-09 22:56:45 +01:00
0a54f7403b Add incomplete processing module 2020-12-09 22:51:00 +01:00
1060677d1f Filter dataframe after data parsing 2020-12-09 22:49:09 +01:00
c275391088 Fix dataframe normalization 2020-12-09 22:31:30 +01:00
e9aeae37cb Normalize numerical attributes 2020-12-09 21:34:36 +01:00
b6b7ffc409 Implement preprocessing module for P2 2020-12-09 18:14:42 +01:00
f49764bf41 Separate each part of the lab in a folder 2020-12-09 17:10:53 +01:00
280c96f7c9 Sort all imports 2020-12-09 14:35:37 +01:00
ef043650b5 Plot attribute correlation 2020-12-09 14:10:16 +01:00
4af2c35c2e Plot confusion matrix and simplify plot selection 2020-12-09 13:08:21 +01:00
bed9f1d0e9 Use more descriptive label names 2020-12-08 14:34:55 +01:00
c5a147e5df Plot roc_auc_curve and add plumbing for plotting 2020-12-08 14:16:38 +01:00
3dd13a6fb5 Import code from previous assignment 2020-11-25 18:32:12 +01:00
29f6cd9a21 Initial commit 2020-11-18 17:52:11 +01:00