Container Crane Controller Data Set
Donated on 12/31/2017
A container crane has the function of transporting containers from one point to another point.
Dataset Characteristics
Univariate, Domain-Theory
Subject Area
Computer Science
Associated Tasks
Classification, Regression
Feature Type
Real
# Instances
15
# Features
-
Dataset Information
Additional Information
Two predictive attributes (Speed and Angle) and one attribute target (Power). A container crane has the function of transporting containers from one point to another point. The difficulty of this task lies in the fact that the container is connected to the bridge crane by cables causing an opening angle while the container is being transported, interfering with the operation at high speeds due to oscillation that occurs at the end point, which could cause accidents.
Has Missing Values?
No
Variables Table
| Variable Name | Role | Type | Description | Units | Missing Values |
|---|---|---|---|---|---|
| no | |||||
| no | |||||
| no |
0 to 3 of 3
Additional Variable Information
Speed of moving Container Crane: low, medium and high (low: 1, 2, 3; medium: 6, 7, 8; high: 9, 10). Angle: large negative angle, small negative angle, angle zero, small positive angle and large positive angle. Power: low, medium and high (low: 0.3; medium: 0.5; high: 0.7). for Weka: @relation Container_Crane_Controller @attribute Speed REAL @attribute Angle REAL @attribute Power REAL @data 1.0, -5.0, 0.3 2.0, 5.0, 0.3 3.0, -2.0, 0.5 1.0, 2.0, 0.5 2.0, 0.0, 0.7 6.0, -5.0, 0.5 7.0, 5.0, 0.5 6.0, -2.0, 0.3 7.0, 2.0, 0.3 6.0, 0.0, 0.7 8.0, -5.0, 0.5 9.0, 5.0, 0.5 10.0, -2.0, 0.3 8.0, 2.0, 0.3 9.0, 0.0, 0.5
Dataset Files
| File | Size |
|---|---|
| Container_Crane_Controller_Data_Set.csv | 161 Bytes |
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pip install ucimlrepo
from ucimlrepo import fetch_ucirepo # fetch dataset container_crane_controller_data_set = fetch_ucirepo(id=436) # data (as pandas dataframes) X = container_crane_controller_data_set.data.features y = container_crane_controller_data_set.data.targets # metadata print(container_crane_controller_data_set.metadata) # variable information print(container_crane_controller_data_set.variables)
Ferreira, R., Martiniano, A., Ferreira, A., Romero, M., & Sassi, R. (2016). Container Crane Controller Data Set [Dataset]. UCI Machine Learning Repository. https://doi.org/10.24432/C57P5V.
Creators
Ricardo Ferreira
Andrea Martiniano
Arthur Ferreira
Marcio Romero
Renato Sassi
DOI
License
This dataset is licensed under a Creative Commons Attribution 4.0 International (CC BY 4.0) license.
This allows for the sharing and adaptation of the datasets for any purpose, provided that the appropriate credit is given.