Replication Data for: Dataset for electronic nose from various beef cuts (doi:10.34820/FK2/PVWSJ0)

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Part 1: Document Description
Part 2: Study Description
Part 3: Data Files Description
Part 4: Variable Description
Entire Codebook

Document Description

Citation

Title:

Replication Data for: Dataset for electronic nose from various beef cuts

Identification Number:

doi:10.34820/FK2/PVWSJ0

Distributor:

Telkom University Dataverse

Date of Distribution:

2022-03-22

Version:

1

Bibliographic Citation:

Wijaya, Dedy Rahman, 2022, "Replication Data for: Dataset for electronic nose from various beef cuts", https://doi.org/10.34820/FK2/PVWSJ0, Telkom University Dataverse, V1, UNF:6:No58kRV750tHzYIbDqt7Gw== [fileUNF]

Study Description

Citation

Title:

Replication Data for: Dataset for electronic nose from various beef cuts

Identification Number:

doi:10.34820/FK2/PVWSJ0

Authoring Entity:

Wijaya, Dedy Rahman (Telkom University)

Distributor:

Telkom University Dataverse

Access Authority:

Wijaya, Dedy Rahman

Depositor:

Wijaya, Dedy Rahman

Date of Deposit:

2022-03-22

Study Scope

Keywords:

Computer and Information Science, electronic nose, signal processing, beef quality, classification, regression

Abstract:

This dataset is originated from 12 type of beef cuts including round (shank), top sirloin, tenderloin, flap meat (flank), striploin (shortloin), brisket, clod/chuck, skirt meat (plate), inside/outside, rib eye, shin, and fat. The process of beef spoilage is recorded using 11 Metal-Oxide Semiconductor (MOS) gas sensors during 2220 minutes. The dataset is formatted in "xlsx" file. Each sheet represents one beef cut which is contained columns as follows: Minute: time in minute TVC: continuous label in the total viable count Label: discrete label, 1,2,3,4 denote “excellent”,”good”,”acceptable”, and “spoiled”, respectively. MQ_: the resistant value of gas sensors

Methodology and Processing

Sources Statement

Data Access

Notes:

CC0 Waiver

Other Study Description Materials

File Description--f4420

File: e-nose_dataset_12_beef_cuts.tab

  • Number of cases: 2220

  • No. of variables per record: 14

  • Type of File: text/tab-separated-values

Notes:

UNF:6:No58kRV750tHzYIbDqt7Gw==

Variable Description

List of Variables:

Variables

Minute

f4420 Location:

Summary Statistics: Min. 1.0; Valid 2220.0; Max. 2220.0; Mean 1110.5; StDev 641.0031201172113

Variable Format: numeric

Notes: UNF:6:k1YPLu9gRBsstQpiQHbX0A==

TVC

f4420 Location:

Summary Statistics: Valid 2220.0; Max. 5.61973276543441; Min. 2.0022200000000003; StDev 1.0672288533491994; Mean 4.58893954520513

Variable Format: numeric

Notes: UNF:6:XtuocX3GgXlYjnvBpj/+rg==

Label

f4420 Location:

Summary Statistics: Valid 2220.0; StDev 1.0940900306374428; Min. 1.0; Mean 3.2162162162161976; Max. 4.0

Variable Format: numeric

Notes: UNF:6:b2jzgM7vANIjG1LcNE4Hag==

MQ135

f4420 Location:

Summary Statistics: Max. 18.0; StDev 1.100966517673964; Min. 10.95; Valid 2220.0; Mean 13.303022522522522;

Variable Format: numeric

Notes: UNF:6:rzB4MMmbXf1RC+mAOXSkWg==

MQ136

f4420 Location:

Summary Statistics: Mean 6.861135135135136; Min. 4.87; Max. 15.84; StDev 1.4652566599480474; Valid 2220.0

Variable Format: numeric

Notes: UNF:6:n7oE3KDn4O+waeUs6/zvqw==

MQ137

f4420 Location:

Summary Statistics: Mean 19.44591891891892; Valid 2220.0; Max. 22.71; StDev 4.0162593732844565; Min. 7.67

Variable Format: numeric

Notes: UNF:6:gdTRA5WPKvcR6toSeXBiiQ==

MQ138

f4420 Location:

Summary Statistics: Mean 10.895436936936935; StDev 2.137558284500213; Valid 2220.0; Min. 7.73; Max. 21.43;

Variable Format: numeric

Notes: UNF:6:7Vug6hGxOf8LpghhkmIJcQ==

MQ2

f4420 Location:

Summary Statistics: Max. 16.8; StDev 1.3583280735276508; Valid 2220.0; Mean 7.147626126126126; Min. 4.9;

Variable Format: numeric

Notes: UNF:6:9YHlMtSCgi3UJoVkTKC2jw==

MQ3

f4420 Location:

Summary Statistics: Max. 24.18; Valid 2220.0; Mean 14.847445945945948; Min. 10.74; StDev 2.0955302351510996

Variable Format: numeric

Notes: UNF:6:9Jnkmu+GmRKktS1NEd2mhA==

MQ4

f4420 Location:

Summary Statistics: Max. 12.75; StDev 1.954899167498963; Min. 3.72; Mean 6.094310810810811; Valid 2220.0;

Variable Format: numeric

Notes: UNF:6:0qmC7D6VN1QSOoNSHDnFoQ==

MQ5

f4420 Location:

Summary Statistics: Max. 22.49; Mean 15.244734234234242; Min. 8.34; StDev 3.075847805408477; Valid 2220.0;

Variable Format: numeric

Notes: UNF:6:ZUEHsx0o5BVTyowlGieOHg==

MQ6

f4420 Location:

Summary Statistics: Valid 2220.0; Min. 13.78; StDev 0.9923555526171349; Max. 31.71; Mean 17.936954954954953

Variable Format: numeric

Notes: UNF:6:sQQtaDzWHVXNhWecTTig6A==

MQ8

f4420 Location:

Summary Statistics: StDev 2.759228702510104; Mean 37.55629279279278; Max. 46.51; Min. 29.46; Valid 2220.0;

Variable Format: numeric

Notes: UNF:6:FcWzAbcBGwVr/mANkBjVJg==

MQ9

f4420 Location:

Summary Statistics: Min. 9.59; Max. 14.88; Valid 2220.0; StDev 0.7781327829166246; Mean 11.837599099099098

Variable Format: numeric

Notes: UNF:6:AggVzC6X/kLzvwNgPo5soQ==