Due to recent updates, all users are required to create an Altair One account to login to the RapidMiner community. Click the Register button to create your account using the same email that you have previously used to login to the RapidMiner community. This will ensure that any previously created content will be synced to your Altair One account. Once you login, you will be asked to provide a username that identifies you to other Community users. Email us at Community with questions.
"K-means clustering user specific cluster"
Contributor II
Can I create clusters for each zone in k means clustering
i.e. One cluster for High one for low one for very high and one for Moderate
In normal k-means there is very much overlaping is there any way to minimize it
Sample Data:(1100 rows)
FID Geology Geomorphology Land use_land cover Rainfall SLOPE Soil zone
0 Fissile hornblende biotite gneiss HIGHLY DISSECTED DIFLECTION SLOPE FOREST 1200-1400 >60% BROWN CLAY High
1 Fissile hornblende biotite gneiss HIGHLY DISSECTED DIFLECTION SLOPE FOREST 1200-1400 30-60% BROWN CLAY Moderate
2 Charnockite HIGHLY DISSECTED DIFLECTION SLOPE SEMI EVERGREEN 1200-1400 30-60% BROWN CLAY High
3 Charnockite HIGHLY DISSECTED DIFLECTION SLOPE BUILDUP,RURAL 1200-1400 15-30% BROWN CLAY High
4 Charnockite HIGHLY DISSECTED DIFLECTION SLOPE BUILDUP,RURAL 1200-1400 30-60% BROWN CLAY Very High
5 Charnockite LESS DESSECTED UNDULATING PLATEAU AGRICULTURE 1600-2000 5-8% ROCK OUT CROP low
i.e. One cluster for High one for low one for very high and one for Moderate
In normal k-means there is very much overlaping is there any way to minimize it
Sample Data:(1100 rows)
FID Geology Geomorphology Land use_land cover Rainfall SLOPE Soil zone
0 Fissile hornblende biotite gneiss HIGHLY DISSECTED DIFLECTION SLOPE FOREST 1200-1400 >60% BROWN CLAY High
1 Fissile hornblende biotite gneiss HIGHLY DISSECTED DIFLECTION SLOPE FOREST 1200-1400 30-60% BROWN CLAY Moderate
2 Charnockite HIGHLY DISSECTED DIFLECTION SLOPE SEMI EVERGREEN 1200-1400 30-60% BROWN CLAY High
3 Charnockite HIGHLY DISSECTED DIFLECTION SLOPE BUILDUP,RURAL 1200-1400 15-30% BROWN CLAY High
4 Charnockite HIGHLY DISSECTED DIFLECTION SLOPE BUILDUP,RURAL 1200-1400 30-60% BROWN CLAY Very High
5 Charnockite LESS DESSECTED UNDULATING PLATEAU AGRICULTURE 1600-2000 5-8% ROCK OUT CROP low
Tagged:
0
