Class information for:
Level 1: ACTUAL ERROR RATE//MINIMUM MEAN SQUARE ESTIMATION//LOCATION LINEAR DISCRIMINANT FUNCTION

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
20388 462 20.0 32%


Bar chart of Publication_year

Last years might be incomplete

Hierarchy of classes
The table includes all classes above and classes immediately below the current class.


Cluster id Level Cluster label #P
9 4 COMPUTER SCIENCE, THEORY & METHODS//COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//COMPUTER SCIENCE, INFORMATION SYSTEMS 1247339
34 3       STATISTICS & PROBABILITY//STAT//COMMUNICATIONS IN STATISTICS-THEORY AND METHODS 105938
1563 2             LASSO//VARIABLE SELECTION//SLICED INVERSE REGRESSION 7363
20388 1                   ACTUAL ERROR RATE//MINIMUM MEAN SQUARE ESTIMATION//LOCATION LINEAR DISCRIMINANT FUNCTION 462

Terms with highest relevance score


rank Term termType Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 ACTUAL ERROR RATE authKW 339904 1% 86% 6
2 MINIMUM MEAN SQUARE ESTIMATION authKW 269873 2% 58% 7
3 LOCATION LINEAR DISCRIMINANT FUNCTION authKW 264371 1% 100% 4
4 RESUBSTITUTION authKW 254191 2% 38% 10
5 BIOINFORMAT GENOM SYST ENGN address 237930 1% 60% 6
6 DISCRIMINATION WITH DISCRETE AND CONTINUOUS VARIABLES authKW 198279 1% 100% 3
7 BAYES DISCRIMINANT FUNCTION authKW 183587 1% 56% 5
8 BAYES CLASSIFICATION RULE authKW 176245 1% 67% 4
9 EXPECTED ERROR RATE authKW 176245 1% 67% 4
10 632ESTIMATOR authKW 132186 0% 100% 2

Web of Science journal categories


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 Statistics & Probability 18247 48% 0% 223
2 Computer Science, Artificial Intelligence 2778 21% 0% 95
3 Mathematical & Computational Biology 2399 13% 0% 62
4 Computer Science, Interdisciplinary Applications 620 10% 0% 48
5 Medical Informatics 593 5% 0% 21
6 Psychology, Mathematical 473 2% 0% 11
7 Mathematics, Interdisciplinary Applications 308 6% 0% 29
8 Biology 262 7% 0% 34
9 Engineering, Electrical & Electronic 194 14% 0% 66
10 Computer Science, Theory & Methods 126 5% 0% 24

Address terms


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 BIOINFORMAT GENOM SYST ENGN 237930 1% 60% 6
2 CKDIS 132186 0% 100% 2
3 AREA INFORMAT SYST QUANTITAT SCI ISQS 66093 0% 100% 1
4 BIA INRA 66093 0% 100% 1
5 BIOMETRY PROD DEV 66093 0% 100% 1
6 BUNDESFOR UNGSTALT FI EREI 66093 0% 100% 1
7 CBGSE 66093 0% 100% 1
8 PHARMACEUT S A DEUSINGLAAN 2 66093 0% 100% 1
9 PREDICT MKT 66093 0% 100% 1
10 PROSPECTUS DATA MIN BIOINFORMAT 66093 0% 100% 1

Journals


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 COMPUTERS & MATHEMATICS WITH APPLICATIONS-PART A 62967 2% 11% 9
2 PATTERN RECOGNITION 11139 7% 0% 34
3 BIOMETRICAL JOURNAL 9015 4% 1% 18
4 COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION 5439 3% 1% 16
5 JOURNAL OF MULTIVARIATE ANALYSIS 5333 4% 0% 17
6 JOURNAL OF CLASSIFICATION 5172 1% 1% 6
7 JOURNAL OF THE INTERNATIONAL ASSOCIATION FOR MATHEMATICAL GEOLOGY 4888 1% 2% 4
8 BIOMETRIKA 4620 3% 0% 15
9 COMMUNICATIONS IN STATISTICS-THEORY AND METHODS 3957 5% 0% 22
10 PATTERN RECOGNITION LETTERS 3689 4% 0% 18

Author Key Words


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class		 LCSH search Wikipedia search
1 ACTUAL ERROR RATE 339904 1% 86% 6 Search ACTUAL+ERROR+RATE Search ACTUAL+ERROR+RATE
2 MINIMUM MEAN SQUARE ESTIMATION 269873 2% 58% 7 Search MINIMUM+MEAN+SQUARE+ESTIMATION Search MINIMUM+MEAN+SQUARE+ESTIMATION
3 LOCATION LINEAR DISCRIMINANT FUNCTION 264371 1% 100% 4 Search LOCATION+LINEAR+DISCRIMINANT+FUNCTION Search LOCATION+LINEAR+DISCRIMINANT+FUNCTION
4 RESUBSTITUTION 254191 2% 38% 10 Search RESUBSTITUTION Search RESUBSTITUTION
5 DISCRIMINATION WITH DISCRETE AND CONTINUOUS VARIABLES 198279 1% 100% 3 Search DISCRIMINATION+WITH+DISCRETE+AND+CONTINUOUS+VARIABLES Search DISCRIMINATION+WITH+DISCRETE+AND+CONTINUOUS+VARIABLES
6 BAYES DISCRIMINANT FUNCTION 183587 1% 56% 5 Search BAYES+DISCRIMINANT+FUNCTION Search BAYES+DISCRIMINANT+FUNCTION
7 BAYES CLASSIFICATION RULE 176245 1% 67% 4 Search BAYES+CLASSIFICATION+RULE Search BAYES+CLASSIFICATION+RULE
8 EXPECTED ERROR RATE 176245 1% 67% 4 Search EXPECTED+ERROR+RATE Search EXPECTED+ERROR+RATE
9 632ESTIMATOR 132186 0% 100% 2 Search 632ESTIMATOR Search 632ESTIMATOR
10 BIOLOGICAL PATHWAY KNOWLEDGE 132186 0% 100% 2 Search BIOLOGICAL+PATHWAY+KNOWLEDGE Search BIOLOGICAL+PATHWAY+KNOWLEDGE

Core articles
The table includes core articles in the class. The following variables is taken into account for the relevance score of an article in a cluster c:
(1) Number of references referring to publications in the class.
(2) Share of total number of active references referring to publications in the class.
(3) Age of the article. New articles get higher score than old articles.
(4) Citation rate, normalized to year.


Rank Reference # ref.
in cl.		 Shr. of ref. in
cl.		 Citations
1 BROUMAND, A , ESFAHANI, MS , YOON, BJ , DOUGHERTY, ER , (2015) DISCRETE OPTIMAL BAYESIAN CLASSIFICATION WITH ERROR-CONDITIONED SEQUENTIAL SAMPLING.PATTERN RECOGNITION. VOL. 48. ISSUE 11. P. 3766 -3782 16 73% 0
2 ZOLLANVARI, A , DOUGHERTY, ER , (2014) MOMENTS AND ROOT-MEAN-SQUARE ERROR OF THE BAYESIAN MMSE ESTIMATOR OF CLASSIFICATION ERROR IN THE GAUSSIAN MODEL.PATTERN RECOGNITION. VOL. 47. ISSUE 6. P. 2178-2192 15 75% 5
3 SCHIAVO, RA , HAND, DJ , (2000) TEN MORE YEARS OF ERROR RATE RESEARCH.INTERNATIONAL STATISTICAL REVIEW. VOL. 68. ISSUE 3. P. 295 -310 23 53% 26
4 DALTON, LA , DOUGHERTY, ER , (2012) OPTIMAL MEAN-SQUARE-ERROR CALIBRATION OF CLASSIFIER ERROR ESTIMATORS UNDER BAYESIAN MODELS.PATTERN RECOGNITION. VOL. 45. ISSUE 6. P. 2308-2320 11 79% 3
5 KRZANOWSKI, WJ , HAND, DJ , (1997) ASSESSING ERROR RATE ESTIMATORS: THE LEAVE-ONE-OUT METHOD RECONSIDERED.AUSTRALIAN JOURNAL OF STATISTICS. VOL. 39. ISSUE 1. P. 35-46 13 100% 18
6 WEHBERG, S , SCHUMACHER, M , (2004) A COMPARISON OF NONPARAMETRIC ERROR RATE ESTIMATION METHODS IN CLASSIFICATION PROBLEMS.BIOMETRICAL JOURNAL. VOL. 46. ISSUE 1. P. 35-47 14 74% 17
7 DAUDIN, JJ , BAR-HEN, A , (1999) SELECTION IN DISCRIMINANT ANALYSIS WITH CONTINUOUS AND DISCRETE VARIABLES.COMPUTATIONAL STATISTICS & DATA ANALYSIS. VOL. 32. ISSUE 2. P. 161 -175 12 100% 3
8 MAHAT, NI , KRZANOWSKI, WJ , HERNANDEZ, A , (2007) VARIABLE SELECTION IN DISCRIMINANT ANALYSIS BASED ON THE LOCATION MODEL FOR MIXED VARIABLES.ADVANCES IN DATA ANALYSIS AND CLASSIFICATION. VOL. 1. ISSUE 2. P. 105 -122 12 75% 4
9 KRZANOWSKI, WJ , (1993) THE LOCATION MODEL FOR MIXTURES OF CATEGORICAL AND CONTINUOUS-VARIABLES.JOURNAL OF CLASSIFICATION. VOL. 10. ISSUE 1. P. 25 -49 18 72% 16
10 KRZANOWSKI, WJ , (1995) SELECTION OF VARIABLES, AND ASSESSMENT OF THEIR PERFORMANCE, IN MIXED-VARIABLE DISCRIMINANT-ANALYSIS.COMPUTATIONAL STATISTICS & DATA ANALYSIS. VOL. 19. ISSUE 4. P. 419-431 12 100% 10

Classes with closest relation at Level 1


Rank Class id link
1 33202 ALPHA BAG//DISTANCE BASED PREDICTION//NONLINEAR BIPLOT
2 22684 MULTI GROUP CLASSIFICATION//LINEAR STATISTICAL MODELS//CREDIT CARD PORTFOLIO MANAGEMENT
3 32782 MONOTONE INCOMPLETE DATA//MONOTONE MISSING DATA//MONOTONE INCOMPLETE SAMPLE
4 31572 UNIFYING METRIC APPROACH//2 LEVEL PATTERN RECOGNITION//EVOLVING TRANSFORMATION SYSTEMS
5 26534 PROJECTION PURSUIT//SPHERING//POSTERIOR CLASS PROBABILITIES
6 36823 ACOUSTIC DISCHARGE MEASUREMENT//ADDED UNCERTAINTY//MEASUREMENT ERROR OPTIMIZATION
7 25909 SPARSE PRINCIPAL COMPONENT ANALYSIS//PRINCIPAL VARIABLES//SPARSE PCA
8 1997 FEATURE SELECTION//GENE SELECTION//CANCER CLASSIFICATION
9 28548 MODIFIED MAXIMUM LIKELIHOOD//MODIFIED LIKELIHOOD//GENERALIZED LOGISTIC
10 30679 UPPER OUTLIER//NONLINEAR DISCRIMINANT FUNCTION//SWAMPING EFFECT

Go to start page