Data
residential_building

residential_building

active ARFF Public Domain (CC0) Visibility: public Uploaded 19-04-2020 by Rafael Gomes Mantovani
0 likes downloaded by 0 people , 0 total downloads 0 issues 0 downvotes
Issue #Downvotes for this reason By


Loading wiki
Help us complete this description Edit
Author: Mohammad H. Rafiei Source: UCI - [original](http://archive.ics.uci.edu/ml/datasets/Residential+Building+Data+Set) - Date unknown Please cite: Residential Building Dataset Dataset includes construction cost, sale prices, project variables, and economic variables corresponding to real estate single-family residential apartments in Tehran, Iran. Attribute Information Totally 105: 8 project physical and financial variables, 19 economic variables and indices in 5 time lag numbers (5*19 = 95), and two output variables that are construction costs and sale prices (Output-V.9, Ouput-V.10).

109 features

Output_V.9 (target)numeric117 unique values
0 missing
Project_dates_START_YEARnumeric17 unique values
0 missing
Project_dates_START_QUARTERnumeric4 unique values
0 missing
Project_dates_COMPLETION_YEARnumeric18 unique values
0 missing
Project_dates_COMPLETION_QUARTERnumeric4 unique values
0 missing
Project_Physical_Financial_V.1numeric20 unique values
0 missing
Project_Physical_Financial_V.2numeric216 unique values
0 missing
Project_Physical_Financial_V.3numeric105 unique values
0 missing
Project_Physical_Financial_V.4numeric337 unique values
0 missing
Project_Physical_Financial_V.5numeric50 unique values
0 missing
Project_Physical_Financial_V.6numeric314 unique values
0 missing
Project_Physical_Financial_V.7numeric16 unique values
0 missing
Project_Physical_Financial_V.8numeric121 unique values
0 missing
Economic_V.11numeric66 unique values
0 missing
Economic_V.12numeric67 unique values
0 missing
Economic_V.13numeric67 unique values
0 missing
Economic_V.14numeric65 unique values
0 missing
Economic_V.15numeric67 unique values
0 missing
Economic_V.16numeric67 unique values
0 missing
Economic_V.17numeric67 unique values
0 missing
Economic_V.18numeric67 unique values
0 missing
Economic_V.19numeric67 unique values
0 missing
Economic_V.20numeric4 unique values
0 missing
Economic_V.21numeric67 unique values
0 missing
Economic_V.22numeric66 unique values
0 missing
Economic_V.23numeric37 unique values
0 missing
Economic_V.24numeric67 unique values
0 missing
Economic_V.25numeric67 unique values
0 missing
Economic_V.26numeric67 unique values
0 missing
Economic_V.27numeric67 unique values
0 missing
Economic_V.28numeric67 unique values
0 missing
Economic_V.29numeric67 unique values
0 missing
Economic_2_V.11numeric66 unique values
0 missing
Economic_2_V.12numeric67 unique values
0 missing
Economic_2_V.13numeric67 unique values
0 missing
Economic_2_V.14numeric65 unique values
0 missing
Economic_2_V.15numeric67 unique values
0 missing
Economic_2_V.16numeric67 unique values
0 missing
Economic_2_V.17numeric67 unique values
0 missing
Economic_2_V.18numeric67 unique values
0 missing
Economic_2_V.19numeric67 unique values
0 missing
Economic_2_V.20numeric4 unique values
0 missing
Economic_2_V.21numeric67 unique values
0 missing
Economic_2_V.22numeric66 unique values
0 missing
Economic_2_V.23numeric37 unique values
0 missing
Economic_2_V.24numeric67 unique values
0 missing
Economic_2_V.25numeric67 unique values
0 missing
Economic_2_V.26numeric67 unique values
0 missing
Economic_2_V.27numeric67 unique values
0 missing
Economic_2_V.28numeric67 unique values
0 missing
Economic_2_V.29numeric67 unique values
0 missing
Economic_3_V.11numeric66 unique values
0 missing
Economic_3_V.12numeric67 unique values
0 missing
Economic_3_V.13numeric67 unique values
0 missing
Economic_3_V.14numeric65 unique values
0 missing
Economic_3_V.15numeric67 unique values
0 missing
Economic_3_V.16numeric67 unique values
0 missing
Economic_3_V.17numeric67 unique values
0 missing
Economic_3_V.18numeric67 unique values
0 missing
Economic_3_V.19numeric67 unique values
0 missing
Economic_3_V.20numeric4 unique values
0 missing
Economic_3_V.21numeric67 unique values
0 missing
Economic_3_V.22numeric66 unique values
0 missing
Economic_3_V.23numeric37 unique values
0 missing
Economic_3_V.24numeric67 unique values
0 missing
Economic_3_V.25numeric67 unique values
0 missing
Economic_3_V.26numeric67 unique values
0 missing
Economic_3_V.27numeric67 unique values
0 missing
Economic_3_V.28numeric67 unique values
0 missing
Economic_3_V.29numeric67 unique values
0 missing
Economic_4_V.11numeric66 unique values
0 missing
Economic_4_V.12numeric67 unique values
0 missing
Economic_4_V.13numeric67 unique values
0 missing
Economic_4_V.14numeric65 unique values
0 missing
Economic_4_V.15numeric67 unique values
0 missing
Economic_4_V.16numeric67 unique values
0 missing
Economic_4_V.17numeric67 unique values
0 missing
Economic_4_V.18numeric67 unique values
0 missing
Economic_4_V.19numeric67 unique values
0 missing
Economic_4_V.20numeric4 unique values
0 missing
Economic_4_V.21numeric67 unique values
0 missing
Economic_4_V.22numeric66 unique values
0 missing
Economic_4_V.23numeric37 unique values
0 missing
Economic_4_V.24numeric67 unique values
0 missing
Economic_4_V.25numeric67 unique values
0 missing
Economic_4_V.26numeric67 unique values
0 missing
Economic_4_V.27numeric67 unique values
0 missing
Economic_4_V.28numeric67 unique values
0 missing
Economic_4_V.29numeric67 unique values
0 missing
Economic_5_V.11numeric66 unique values
0 missing
Economic_5_V.12numeric67 unique values
0 missing
Economic_5_V.13numeric67 unique values
0 missing
Economic_5_V.14numeric66 unique values
0 missing
Economic_5_V.15numeric67 unique values
0 missing
Economic_5_V.16numeric67 unique values
0 missing
Economic_5_V.17numeric67 unique values
0 missing
Economic_5_V.18numeric67 unique values
0 missing
Economic_5_V.19numeric67 unique values
0 missing
Economic_5_V.20numeric4 unique values
0 missing
Economic_5_V.21numeric67 unique values
0 missing
Economic_5_V.22numeric66 unique values
0 missing
Economic_5_V.23numeric37 unique values
0 missing
Economic_5_V.24numeric67 unique values
0 missing
Economic_5_V.25numeric67 unique values
0 missing
Economic_5_V.26numeric67 unique values
0 missing
Economic_5_V.27numeric67 unique values
0 missing
Economic_5_V.28numeric67 unique values
0 missing
Economic_5_V.29numeric67 unique values
0 missing
Output_V.10numeric62 unique values
0 missing

19 properties

372
Number of instances (rows) of the dataset.
109
Number of attributes (columns) of the dataset.
0
Number of distinct values of the target attribute (if it is nominal).
0
Number of missing values in the dataset.
0
Number of instances with at least one value missing.
109
Number of numeric attributes.
0
Number of nominal attributes.
Percentage of instances belonging to the least frequent class.
Number of instances belonging to the least frequent class.
0
Number of binary attributes.
0
Percentage of binary attributes.
0
Percentage of instances having missing values.
0
Percentage of missing values.
-897.41
Average class difference between consecutive instances.
100
Percentage of numeric attributes.
0.29
Number of attributes divided by the number of instances.
0
Percentage of nominal attributes.
Percentage of instances belonging to the most frequent class.
Number of instances belonging to the most frequent class.

8 tasks

0 runs - estimation_procedure: 10-fold Crossvalidation - evaluation_measure: mean_absolute_error - target_feature: Output_V.9
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
Define a new task