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digital-colposcopy-hinselmann

digital-colposcopy-hinselmann

active ARFF Publicly available Visibility: public Uploaded 28-05-2021 by Meilina Reksoprodjo
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test

69 features

cervix_areanumeric97 unique values
0 missing
os_areanumeric87 unique values
0 missing
walls_areanumeric87 unique values
0 missing
speculum_areanumeric89 unique values
0 missing
artifacts_areanumeric72 unique values
0 missing
cervix_artifacts_areanumeric58 unique values
0 missing
os_artifacts_areanumeric27 unique values
0 missing
walls_artifacts_areanumeric40 unique values
0 missing
speculum_artifacts_areanumeric41 unique values
0 missing
cervix_specularities_areanumeric96 unique values
0 missing
os_specularities_areanumeric42 unique values
0 missing
walls_specularities_areanumeric46 unique values
0 missing
speculum_specularities_areanumeric66 unique values
0 missing
specularities_areanumeric97 unique values
0 missing
area_h_max_diffnumeric87 unique values
0 missing
rgb_cervix_r_meannumeric97 unique values
0 missing
rgb_cervix_r_stdnumeric97 unique values
0 missing
rgb_cervix_r_mean_minus_stdnumeric97 unique values
0 missing
rgb_cervix_r_mean_plus_stdnumeric97 unique values
0 missing
rgb_cervix_g_meannumeric97 unique values
0 missing
rgb_cervix_g_stdnumeric97 unique values
0 missing
rgb_cervix_g_mean_minus_stdnumeric97 unique values
0 missing
rgb_cervix_g_mean_plus_stdnumeric97 unique values
0 missing
rgb_cervix_b_meannumeric97 unique values
0 missing
rgb_cervix_b_stdnumeric97 unique values
0 missing
rgb_cervix_b_mean_minus_stdnumeric97 unique values
0 missing
rgb_cervix_b_mean_plus_stdnumeric97 unique values
0 missing
rgb_total_r_meannumeric97 unique values
0 missing
rgb_total_r_stdnumeric97 unique values
0 missing
rgb_total_r_mean_minus_stdnumeric97 unique values
0 missing
rgb_total_r_mean_plus_stdnumeric97 unique values
0 missing
rgb_total_g_meannumeric97 unique values
0 missing
rgb_total_g_stdnumeric97 unique values
0 missing
rgb_total_g_mean_minus_stdnumeric97 unique values
0 missing
rgb_total_g_mean_plus_stdnumeric97 unique values
0 missing
rgb_total_b_meannumeric97 unique values
0 missing
rgb_total_b_stdnumeric97 unique values
0 missing
rgb_total_b_mean_minus_stdnumeric97 unique values
0 missing
rgb_total_b_mean_plus_stdnumeric97 unique values
0 missing
hsv_cervix_h_meannumeric97 unique values
0 missing
hsv_cervix_h_stdnumeric97 unique values
0 missing
hsv_cervix_s_meannumeric97 unique values
0 missing
hsv_cervix_s_stdnumeric97 unique values
0 missing
hsv_cervix_v_meannumeric97 unique values
0 missing
hsv_cervix_v_stdnumeric97 unique values
0 missing
hsv_total_h_meannumeric97 unique values
0 missing
hsv_total_h_stdnumeric97 unique values
0 missing
hsv_total_s_meannumeric97 unique values
0 missing
hsv_total_s_stdnumeric97 unique values
0 missing
hsv_total_v_meannumeric97 unique values
0 missing
hsv_total_v_stdnumeric97 unique values
0 missing
fit_cervix_hull_ratenumeric97 unique values
0 missing
fit_cervix_hull_totalnumeric97 unique values
0 missing
fit_cervix_bbox_ratenumeric97 unique values
0 missing
fit_cervix_bbox_totalnumeric94 unique values
0 missing
fit_circle_ratenumeric97 unique values
0 missing
fit_circle_totalnumeric97 unique values
0 missing
fit_ellipse_ratenumeric97 unique values
0 missing
fit_ellipse_totalnumeric97 unique values
0 missing
fit_ellipse_goodnessnumeric97 unique values
0 missing
dist_to_center_cervixnumeric87 unique values
0 missing
dist_to_center_osnumeric97 unique values
0 missing
experts::0numeric2 unique values
0 missing
experts::1numeric2 unique values
0 missing
experts::2numeric2 unique values
0 missing
experts::3numeric2 unique values
0 missing
experts::4numeric2 unique values
0 missing
experts::5numeric2 unique values
0 missing
consensusnumeric2 unique values
0 missing
Show all 69 features

19 properties

NumberOfInstances
97
Number of instances (rows) of the dataset.
NumberOfFeatures
69
Number of attributes (columns) of the dataset.
NumberOfClasses
Number of distinct values of the target attribute (if it is nominal).
NumberOfMissingValues
0
Number of missing values in the dataset.
NumberOfInstancesWithMissingValues
0
Number of instances with at least one value missing.
NumberOfNumericFeatures
69
Number of numeric attributes.
NumberOfSymbolicFeatures
0
Number of nominal attributes.
Dimensionality
0.71
Number of attributes divided by the number of instances.
PercentageOfNumericFeatures
100
Percentage of numeric attributes.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
PercentageOfSymbolicFeatures
0
Percentage of nominal attributes.
MajorityClassSize
Number of instances belonging to the most frequent class.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
MinorityClassSize
Number of instances belonging to the least frequent class.
NumberOfBinaryFeatures
0
Number of binary attributes.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
AutoCorrelation
Average class difference between consecutive instances.
PercentageOfMissingValues
0
Percentage of missing values.
Show all 19 properties

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