BCI competition III dataset 4a classification accuracy (%) of dataset 2 with proposed method compared with other methodologies.

Accuracy percentages of six different classifiers used after the first selection stage in 10-fold cross-validation.

Shilan S. Hameed (4345069)
Rohayanti Hassan (4567381)
Fahmi F. Muhammad (4345063)

November 2017

Accuracy percentages of six different classifiers used after the first selection stage in 10-fold...

Accuracy and sensitivity of different algorithms with two manually segmented results from the STARE dataset:

Peishan Dai (750212)
Hanyuan Luo (750213)
Hanwei Sheng (750214)
Yali Zhao (132205)
Ling Li (38566)
Jing Wu (54032)
Yuqian Zhao (750215)
Kenji Suzuki (157178)

June 2015

(a) the accuracy comparison of the different methods using the first manually segmented results o...

Accuracy_Metrics

Carolyn M. Malmstrom (3681967)
H. S. Butterfield (5030822)
Laura Planck (4501336)
Christopher P. Long (2558926)
Valerie T. Eviner (4501330)

March 2018

This file contains accuracy metrics for each classification approach x input type combination examin...

BCI competition IV dataset 1 classification accuracy (%) of dataset 1 with proposed method compared with other methodologies.

Rabia Avais Khan (16955056)
Nasir Rashid (16891509)
Muhammad Shahzaib (16955059)
Umar Farooq Malik (16955062)
Arshia Arif (16955065)
Javaid Iqbal (326024)
Mubasher Saleem (16955068)
Umar Shahbaz Khan (16955071)
Mohsin Tiwana (11741765)

September 2023

BCI competition IV dataset 1 classification accuracy (%) of dataset 1 with proposed method compared ...

BCI competition III dataset 4a classification accuracy (%) with different classifiers.

Rabia Avais Khan (16955056)
Nasir Rashid (16891509)
Muhammad Shahzaib (16955059)
Umar Farooq Malik (16955062)
Arshia Arif (16955065)
Javaid Iqbal (326024)
Mubasher Saleem (16955068)
Umar Shahbaz Khan (16955071)
Mohsin Tiwana (11741765)

September 2023

BCI competition III dataset 4a classification accuracy (%) with different classifiers.</p

BCI competition IV dataset 1 classification accuracy (%) with different classifiers.

Rabia Avais Khan (16955056)
Nasir Rashid (16891509)
Muhammad Shahzaib (16955059)
Umar Farooq Malik (16955062)
Arshia Arif (16955065)
Javaid Iqbal (326024)
Mubasher Saleem (16955068)
Umar Shahbaz Khan (16955071)
Mohsin Tiwana (11741765)

September 2023

BCI competition IV dataset 1 classification accuracy (%) with different classifiers.</p

Classification accuracies (%) comparison on Dataset IVa of BCI Competition III.

Rui Zhang (13940)
Peng Xu (17962)
Lanjin Guo (458420)
Yangsong Zhang (330355)
Peiyang Li (458421)
Dezhong Yao (120671)

September 2013

Classification accuracies (%) comparison on Dataset IVa of BCI Competition III.</p

Classification accuracy comparison of the proposed research with the state-of-the-art methods.

Bushra Zafar (5352842)
Rehan Ashraf (5047298)
Nouman Ali (2836634)
Mudassar Ahmed (5047295)
Sohail Jabbar (5047292)
Savvas A. Chatzichristofis (2836640)

June 2018

Classification accuracy comparison of the proposed research with the state-of-the-art methods.</p

Classification accuracy (%) for all subjects using different feature extraction methods.

Yijun Wang (321141)
Yu-Te Wang (321142)
Tzyy-Ping Jung (33)

February 2013

Classification accuracy (%) for all subjects using different feature extraction methods.</p

Comparison of accuracy rate of different features extracted with classification algorithms.

Khurram Ashfaq Qazi (4984505)
Tabassam Nawaz (4984502)
Zahid Mehmood (4526767)
Muhammad Rashid (2836631)
Hafiz Adnan Habib (2836637)

March 2018

Comparison of accuracy rate of different features extracted with classification algorithms.</p

Classification accuracy comparison with PIWAH, TIWAH and proposed research.

Bushra Zafar (5352842)
Rehan Ashraf (5047298)
Nouman Ali (2836634)
Mudassar Ahmed (5047295)
Sohail Jabbar (5047292)
Savvas A. Chatzichristofis (2836640)

June 2018

Classification accuracy comparison with PIWAH, TIWAH and proposed research.</p

Classification Accuracy of Different Comparative Algorithms on Gas Dataset.

Liang Tang (48583)
Silong Peng (562701)
Yiming Bi (562702)
Peng Shan (562703)
Xiyuan Hu (562704)

May 2014

Classification Accuracy of Different Comparative Algorithms on Gas Dataset.</p

Classification accuracy for the calibration data of three conditions.

Johannes Höhne (570983)
Michael Tangermann (52694)

June 2014

The binary classification accuracy, estimated with cross validation is plotted for each condition...

Classification accuracy (%) of the session-to-session transfer method on three subjects.

Yijun Wang (321141)
Yu-Te Wang (321142)
Tzyy-Ping Jung (33)

February 2013

Classification accuracy (%) of the session-to-session transfer method on three subjects.</p

Average classification accuracy and AUC of applied methods for BPH classification.

Azree Nazri (188784)
Norida Mazlan (6107552)
Farrah Muharam (6107555)

December 2018

Average classification accuracy and AUC of applied methods for BPH classification.</p

Accuracy percentages of six different classifiers used after the first selection stage in 10-fold cross-validation.

Shilan S. Hameed (4345069)
Rohayanti Hassan (4567381)
Fahmi F. Muhammad (4345063)

November 2017

Accuracy percentages of six different classifiers used after the first selection stage in 10-fold...

Accuracy and sensitivity of different algorithms with two manually segmented results from the STARE dataset:

Peishan Dai (750212)
Hanyuan Luo (750213)
Hanwei Sheng (750214)
Yali Zhao (132205)
Ling Li (38566)
Jing Wu (54032)
Yuqian Zhao (750215)
Kenji Suzuki (157178)

June 2015

(a) the accuracy comparison of the different methods using the first manually segmented results o...

Accuracy_Metrics

Carolyn M. Malmstrom (3681967)
H. S. Butterfield (5030822)
Laura Planck (4501336)
Christopher P. Long (2558926)
Valerie T. Eviner (4501330)

March 2018

This file contains accuracy metrics for each classification approach x input type combination examin...

BCI competition IV dataset 1 classification accuracy (%) of dataset 1 with proposed method compared with other methodologies.

Rabia Avais Khan (16955056)
Nasir Rashid (16891509)
Muhammad Shahzaib (16955059)
Umar Farooq Malik (16955062)
Arshia Arif (16955065)
Javaid Iqbal (326024)
Mubasher Saleem (16955068)
Umar Shahbaz Khan (16955071)
Mohsin Tiwana (11741765)

September 2023

BCI competition IV dataset 1 classification accuracy (%) of dataset 1 with proposed method compared ...

BCI competition III dataset 4a classification accuracy (%) with different classifiers.

Rabia Avais Khan (16955056)
Nasir Rashid (16891509)
Muhammad Shahzaib (16955059)
Umar Farooq Malik (16955062)
Arshia Arif (16955065)
Javaid Iqbal (326024)
Mubasher Saleem (16955068)
Umar Shahbaz Khan (16955071)
Mohsin Tiwana (11741765)

September 2023

BCI competition III dataset 4a classification accuracy (%) with different classifiers.</p

BCI competition IV dataset 1 classification accuracy (%) with different classifiers.

Rabia Avais Khan (16955056)
Nasir Rashid (16891509)
Muhammad Shahzaib (16955059)
Umar Farooq Malik (16955062)
Arshia Arif (16955065)
Javaid Iqbal (326024)
Mubasher Saleem (16955068)
Umar Shahbaz Khan (16955071)
Mohsin Tiwana (11741765)

September 2023

BCI competition IV dataset 1 classification accuracy (%) with different classifiers.</p

Classification accuracies (%) comparison on Dataset IVa of BCI Competition III.

Rui Zhang (13940)
Peng Xu (17962)
Lanjin Guo (458420)
Yangsong Zhang (330355)
Peiyang Li (458421)
Dezhong Yao (120671)

September 2013

Classification accuracies (%) comparison on Dataset IVa of BCI Competition III.</p

Classification accuracy comparison of the proposed research with the state-of-the-art methods.

Bushra Zafar (5352842)
Rehan Ashraf (5047298)
Nouman Ali (2836634)
Mudassar Ahmed (5047295)
Sohail Jabbar (5047292)
Savvas A. Chatzichristofis (2836640)

June 2018

Classification accuracy comparison of the proposed research with the state-of-the-art methods.</p

Classification accuracy (%) for all subjects using different feature extraction methods.

Yijun Wang (321141)
Yu-Te Wang (321142)
Tzyy-Ping Jung (33)

February 2013

Classification accuracy (%) for all subjects using different feature extraction methods.</p

Comparison of accuracy rate of different features extracted with classification algorithms.

Khurram Ashfaq Qazi (4984505)
Tabassam Nawaz (4984502)
Zahid Mehmood (4526767)
Muhammad Rashid (2836631)
Hafiz Adnan Habib (2836637)

March 2018

Comparison of accuracy rate of different features extracted with classification algorithms.</p

Classification accuracy comparison with PIWAH, TIWAH and proposed research.

Bushra Zafar (5352842)
Rehan Ashraf (5047298)
Nouman Ali (2836634)
Mudassar Ahmed (5047295)
Sohail Jabbar (5047292)
Savvas A. Chatzichristofis (2836640)

June 2018

Classification accuracy comparison with PIWAH, TIWAH and proposed research.</p

Classification Accuracy of Different Comparative Algorithms on Gas Dataset.

Liang Tang (48583)
Silong Peng (562701)
Yiming Bi (562702)
Peng Shan (562703)
Xiyuan Hu (562704)

May 2014

Classification Accuracy of Different Comparative Algorithms on Gas Dataset.</p

Classification accuracy for the calibration data of three conditions.

Johannes Höhne (570983)
Michael Tangermann (52694)

June 2014

The binary classification accuracy, estimated with cross validation is plotted for each condition...

Classification accuracy (%) of the session-to-session transfer method on three subjects.

Yijun Wang (321141)
Yu-Te Wang (321142)
Tzyy-Ping Jung (33)

February 2013

Classification accuracy (%) of the session-to-session transfer method on three subjects.</p

Average classification accuracy and AUC of applied methods for BPH classification.

Azree Nazri (188784)
Norida Mazlan (6107552)
Farrah Muharam (6107555)

December 2018

Average classification accuracy and AUC of applied methods for BPH classification.</p

Accuracy percentages of six different classifiers used after the first selection stage in 10-fold cross-validation.

Shilan S. Hameed (4345069)
Rohayanti Hassan (4567381)
Fahmi F. Muhammad (4345063)

November 2017

Accuracy percentages of six different classifiers used after the first selection stage in 10-fold...

Accuracy and sensitivity of different algorithms with two manually segmented results from the STARE dataset:

Peishan Dai (750212)
Hanyuan Luo (750213)
Hanwei Sheng (750214)
Yali Zhao (132205)
Ling Li (38566)
Jing Wu (54032)
Yuqian Zhao (750215)
Kenji Suzuki (157178)

June 2015

(a) the accuracy comparison of the different methods using the first manually segmented results o...

Accuracy_Metrics

Carolyn M. Malmstrom (3681967)
H. S. Butterfield (5030822)
Laura Planck (4501336)
Christopher P. Long (2558926)
Valerie T. Eviner (4501330)

March 2018

This file contains accuracy metrics for each classification approach x input type combination examin...

BCI competition III dataset 4a classification accuracy (%) of dataset 2 with proposed method compared with other methodologies.

Abstract

Extracted data

BCI competition III dataset 4a classification accuracy (%) of dataset 2 with proposed method compared with other methodologies.

Abstract

Extracted data

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