Class information for:
Level 1: ACTUAL ERROR RATE//PRINCIPAL VARIABLES//HIGH DIMENSIONAL MULTIVARIATE BINARY DATA

Basic class information
ID Publications Average number
of references		 Avg. shr. active
ref. in WoS
23328 295 19.5 31%


Bar chart of Publication_year

Last years might be incomplete

Classes in level above (level 2)


ID, lev.
above		 Publications Label for level above
3248 1459 ACTUAL ERROR RATE//CANONICAL CORRELATION COEFFICIENT//RELATIVE WEIGHT ANALYSIS

Terms with highest relevance score


Rank Term Type of term Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ.
in class
1 ACTUAL ERROR RATE Author keyword 7 67% 2% 6
2 PRINCIPAL VARIABLES Author keyword 4 46% 2% 6
3 HIGH DIMENSIONAL MULTIVARIATE BINARY DATA Author keyword 2 67% 1% 2
4 TRAIN AND TEST Author keyword 2 67% 1% 2
5 BAYES DISCRIMINANT FUNCTION Author keyword 2 40% 1% 4
6 EXPECTED ERROR RATE Author keyword 2 43% 1% 3
7 DISCARDING VARIABLES Author keyword 1 50% 1% 2
8 HOLD OUT ESTIMATE Author keyword 1 100% 1% 2
9 LEAVING ONE OUT Author keyword 1 30% 1% 3
10 MISCLASSIFICATION PROBABILITIES Author keyword 1 40% 1% 2

Web of Science journal categories

Author Key Words


Rank Web of Science journal category Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ.
in class		 LCSH search Wikipedia search
1 ACTUAL ERROR RATE 7 67% 2% 6 Search ACTUAL+ERROR+RATE Search ACTUAL+ERROR+RATE
2 PRINCIPAL VARIABLES 4 46% 2% 6 Search PRINCIPAL+VARIABLES Search PRINCIPAL+VARIABLES
3 HIGH DIMENSIONAL MULTIVARIATE BINARY DATA 2 67% 1% 2 Search HIGH+DIMENSIONAL+MULTIVARIATE+BINARY+DATA Search HIGH+DIMENSIONAL+MULTIVARIATE+BINARY+DATA
4 TRAIN AND TEST 2 67% 1% 2 Search TRAIN+AND+TEST Search TRAIN+AND+TEST
5 BAYES DISCRIMINANT FUNCTION 2 40% 1% 4 Search BAYES+DISCRIMINANT+FUNCTION Search BAYES+DISCRIMINANT+FUNCTION
6 EXPECTED ERROR RATE 2 43% 1% 3 Search EXPECTED+ERROR+RATE Search EXPECTED+ERROR+RATE
7 DISCARDING VARIABLES 1 50% 1% 2 Search DISCARDING+VARIABLES Search DISCARDING+VARIABLES
8 HOLD OUT ESTIMATE 1 100% 1% 2 Search HOLD+OUT+ESTIMATE Search HOLD+OUT+ESTIMATE
9 LEAVING ONE OUT 1 30% 1% 3 Search LEAVING+ONE+OUT Search LEAVING+ONE+OUT
10 MISCLASSIFICATION PROBABILITIES 1 40% 1% 2 Search MISCLASSIFICATION+PROBABILITIES Search MISCLASSIFICATION+PROBABILITIES

Key Words Plus


Rank Web of Science journal category Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ.
in class
1 WELL FORMULATED SUBSETS 3 100% 1% 3
2 ERROR RATE ESTIMATION 1 50% 1% 2
3 DISCARDING VARIABLES 1 50% 0% 1
4 MODEL SPECIFICATION SEARCHES 1 50% 0% 1
5 RIDGE CLASSIFICATION RULES 1 50% 0% 1
6 VARIABLE SELECTION TECHNIQUES 1 50% 0% 1
7 WITHIN CLUSTER SUMS 1 50% 0% 1
8 SUBSET REGRESSION MODELS 1 25% 1% 2
9 ADDITIVE ESTIMATORS 0 33% 0% 1
10 ANALYZING DESIGNED EXPERIMENTS 0 25% 0% 1

Journals

Reviews


Title Publ. year Cit. Active
references		 % act. ref.
to same field
Results in statistical discriminant analysis: a review of the former Soviet Union literature 2004 20 27 59%
Optimum tradeoff between class-selective rejection error and average number of classes 1997 0 4 50%
APPROACHES TO SUPERVISED LEARNING FOR PATTERN-RECOGNITION 1994 0 43 9%

Address terms


Rank Address term Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ.
in class
1 S BIRMINGHAM MENTAL HLTH TRUST 1 50% 0.3% 1
2 UCD WATER OURCES 1 50% 0.3% 1
3 DIAGNOST DEVICES BRANCH 0 25% 0.3% 1
4 ANAL BIOCHEM 0 20% 0.3% 1
5 CNR CENS 0 20% 0.3% 1
6 COMPUTAT TECHNOL PLICAT 0 17% 0.3% 1
7 SOCIOINFORMAT 0 13% 0.3% 1
8 PHARMACOINFORMAT GRP 0 11% 0.3% 1
9 HYDRAUL ENGN ENVIRONM PLICAT 0 10% 0.3% 1
10 RADIOTHER Y A 0 10% 0.3% 1

Related classes at same level (level 1)


Rank Relatedness score Related classes
1 0.0000239265 LOCATION LINEAR DISCRIMINANT FUNCTION//DISCRIMINATION WITH DISCRETE AND CONTINUOUS VARIABLES//GOWER DISTANCE
2 0.0000154887 MIXED FAILURE TIME DISTRIBUTION//NONLINEAR DISCRIMINANT FUNCTION//ERRORS OF MISCLASSIFICATION
3 0.0000129174 CANONICAL CORRELATION COEFFICIENT//KULLBACK LEIBLER INFORMATION//BIAS CORRECTED AIC
4 0.0000112275 MODIFIED CHOLESKY DECOMPOSITION//STRUCTURE ON MEAN//ANTEDEPENDENCE
5 0.0000108388 PROTOTYPE SELECTION//INSTANCE SELECTION//PROTOTYPE REDUCTION SCHEMES PRS
6 0.0000100401 MAPPING OF MULTIDIMENSIONAL DATA//METHOD OF PARTICLES//CRISTAL POLE GRIFT
7 0.0000098243 GENE SELECTION//FEATURE SELECTION//CANCER CLASSIFICATION
8 0.0000095715 POSTERIOR CLASS PROBABILITIES//POSTERIOR PROBABILITY ESTIMATION//SCISSORS EFFECT
9 0.0000094442 PARALLEL ANALYSIS//FACTOR RETENTION//NUMBER OF FACTORS
10 0.0000079505 LINEAR STATISTICAL MODELS//MULTI GROUP CLASSIFICATION//CREDIT CARD PORTFOLIO MANAGEMENT