20 Commits

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