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EmilHvitfeldt committed Jul 19, 2022
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2 changes: 1 addition & 1 deletion README.Rmd
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Expand Up @@ -13,7 +13,7 @@ knitr::opts_chunk$set(
)
```

# tidyclust
# tidyclust <img src="man/figures/logo.svg" align="right" height="139" />

<!-- badges: start -->
[![Codecov test coverage](https://codecov.io/gh/EmilHvitfeldt/tidyclust/branch/main/graph/badge.svg)](https://app.codecov.io/gh/EmilHvitfeldt/tidyclust?branch=main)
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36 changes: 18 additions & 18 deletions README.md
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@@ -1,7 +1,7 @@

<!-- README.md is generated from README.Rmd. Please edit that file -->

# tidyclust
# tidyclust <img src="man/figures/logo.svg" align="right" height="139" />

<!-- badges: start -->

Expand Down Expand Up @@ -56,38 +56,38 @@ kmeans_spec_fit <- kmeans_spec %>%
kmeans_spec_fit
#> tidyclust cluster object
#>
#> K-means clustering with 3 clusters of sizes 9, 7, 16
#> K-means clustering with 3 clusters of sizes 9, 16, 7
#>
#> Cluster means:
#> mpg cyl disp hp drat wt qsec vs
#> 1 14.64444 8.000000 388.2222 232.1111 3.343333 4.161556 16.40444 0.0000000
#> 2 17.01429 7.428571 276.0571 150.7143 2.994286 3.601429 18.11857 0.2857143
#> 3 24.50000 4.625000 122.2937 96.8750 4.002500 2.518000 18.54312 0.7500000
#> 2 24.50000 4.625000 122.2937 96.8750 4.002500 2.518000 18.54312 0.7500000
#> 3 17.01429 7.428571 276.0571 150.7143 2.994286 3.601429 18.11857 0.2857143
#> am gear carb
#> 1 0.2222222 3.444444 4.000000
#> 2 0.0000000 3.000000 2.142857
#> 3 0.6875000 4.125000 2.437500
#> 2 0.6875000 4.125000 2.437500
#> 3 0.0000000 3.000000 2.142857
#>
#> Clustering vector:
#> Mazda RX4 Mazda RX4 Wag Datsun 710 Hornet 4 Drive
#> 3 3 3 2
#> 2 2 2 3
#> Hornet Sportabout Valiant Duster 360 Merc 240D
#> 1 2 1 3
#> 1 3 1 2
#> Merc 230 Merc 280 Merc 280C Merc 450SE
#> 3 3 3 2
#> 2 2 2 3
#> Merc 450SL Merc 450SLC Cadillac Fleetwood Lincoln Continental
#> 2 2 1 1
#> 3 3 1 1
#> Chrysler Imperial Fiat 128 Honda Civic Toyota Corolla
#> 1 3 3 3
#> 1 2 2 2
#> Toyota Corona Dodge Challenger AMC Javelin Camaro Z28
#> 3 2 2 1
#> 2 3 3 1
#> Pontiac Firebird Fiat X1-9 Porsche 914-2 Lotus Europa
#> 1 3 3 3
#> 1 2 2 2
#> Ford Pantera L Ferrari Dino Maserati Bora Volvo 142E
#> 1 3 1 3
#> 1 2 1 2
#>
#> Within cluster sum of squares by cluster:
#> [1] 46659.32 11846.09 32838.00
#> [1] 46659.32 32838.00 11846.09
#> (between_SS / total_SS = 85.3 %)
#>
#> Available components:
Expand Down Expand Up @@ -139,7 +139,7 @@ extract_centroids(kmeans_spec_fit)
#> # A tibble: 3 × 12
#> .cluster mpg cyl disp hp drat wt qsec vs am gear carb
#> <chr> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl>
#> 1 Cluster_1 24.5 4.62 122. 96.9 4.00 2.52 18.5 0.75 0.688 4.12 2.44
#> 2 Cluster_2 17.0 7.43 276. 151. 2.99 3.60 18.1 0.286 0 3 2.14
#> 3 Cluster_3 14.6 8 388. 232. 3.34 4.16 16.4 0 0.222 3.44 4
#> 1 Cluster_1 17.0 7.43 276. 151. 2.99 3.60 18.1 0.286 0 3 2.14
#> 2 Cluster_2 14.6 8 388. 232. 3.34 4.16 16.4 0 0.222 3.44 4
#> 3 Cluster_3 24.5 4.62 122. 96.9 4.00 2.52 18.5 0.75 0.688 4.12 2.44
```
646 changes: 646 additions & 0 deletions man/figures/logo.svg
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