Solution of the data mining task 'Task3NMP'

This documenten contains automatically generated description of a data mining task.

Task Metadata
Task Name: Task3NMP
Group of Tasks: Default group of tasks
Data Matrix: Oaei10all
Number of found 4ft Association Rules: 20
Number of verified patterns: 551
Start of task: 24.11.2010 10:59:22
Task duration: 0h 0m 3s
Handling of missing values: Delete
Include antecedent extensions of all implications: Yes
Include succedent extension of 100% implications: Delete
Prime rule test for implications enabled: No
Prime rule test including minimal length check: Yes
Include both symetric hypotheses: Yes
Software system: LISp-Miner
Version: 14.07.01 of 18 Nov 2010
Author: PowerUser
Notice: -

Content

  1. Analysed data description
    1. measure
    2. resultmp1
    3. resultmp2
    4. resultmp3
    5. system
  2. Created attributes
    1. Measure
    2. Resultmp1
    3. Resultmp2
    4. Resultmp3
    5. System
  3. Task Description
  4. Found 4ft Association Rules
    1. Measure(<0.0008865248;0.4)) ::: Resultmp1(no) & Resultmp2(&)
    2. Measure(<0.0008865248;0.4)) ::: Resultmp1(no) & Resultmp2(&) & Resultmp3(no)
    3. Measure(<0.0008865248;0.4)) ::: Resultmp2(&)
    4. Measure(<0.0008865248;0.4)) ::: Resultmp2(&) & Resultmp3(no)
    5. Measure(<0.0008865248;0.4)) & System(asmov) ::: Resultmp1(no) & Resultmp2(&)
    6. Measure(<0.0008865248;0.4)) & System(asmov) ::: Resultmp1(no) & Resultmp2(&) & Resultmp3(no)
    7. Measure(<0.0008865248;0.4)) & System(asmov) ::: Resultmp2(&)
    8. Measure(<0.0008865248;0.4)) & System(asmov) ::: Resultmp2(&) & Resultmp3(no)
    9. Measure(<0.8;1.0)) & System(agrmaker) ::: Resultmp1(no) & Resultmp2(no)
    10. Measure(<0.8;1.0)) & System(agrmaker) ::: Resultmp1(no) & Resultmp2(no) & Resultmp3(no)
    11. Measure(<0.8;1.0)) & System(agrmaker) ::: Resultmp2(no)
    12. Measure(<0.8;1.0)) & System(agrmaker) ::: Resultmp2(no) & Resultmp3(no)
    13. Measure(<1.0;1.0>) ::: Resultmp1(no) & Resultmp2(+)
    14. Measure(<1.0;1.0>) ::: Resultmp1(no) & Resultmp2(+) & Resultmp3(no)
    15. Measure(<1.0;1.0>) ::: Resultmp2(+)
    16. Measure(<1.0;1.0>) ::: Resultmp2(+) & Resultmp3(no)
    17. System(asmov) ::: Resultmp1(no) & Resultmp2(&)
    18. System(asmov) ::: Resultmp1(no) & Resultmp2(&) & Resultmp3(no)
    19. System(asmov) ::: Resultmp2(&)
    20. System(asmov) ::: Resultmp2(&) & Resultmp3(no)

Analysed data description

Data matrix: Oaei10all
Number of records in data matrix: 16521

Table: data description
Data matrix columns
Column name Data type Attribute type Cardinality
measure Float Ordinary DB field Cardinal
resultmp1 String Ordinary DB field Nominal
resultmp2 String Ordinary DB field Nominal
resultmp3 String Ordinary DB field Nominal
system String Ordinary DB field Nominal

Created attributes

There were created attributes based on data matrix columns. This attributes will be used in task description.

Content (list of attributes)

  1. Measure
  2. Resultmp1
  3. Resultmp2
  4. Resultmp3
  5. System

Number of created attributes: 5

Table: attribute Measure
Attribute Measure based on column measure
Category Type Bool Values +NULL? Frequency XCat? Notice
<0.0008865248;0.4) Interval - <0.000887;0.4) No 4941 No -
<0.4;0.8) Interval - <0.4;0.8) No 4457 No -
<0.8;1.0) Interval - <0.8;1) No 3936 No -
<1.0;1.0> Interval - <1;1> No 3186 No -
Table: attribute Resultmp1
Attribute Resultmp1 based on column resultmp1
Category Type Bool Values +NULL? Frequency XCat? Notice
- Enumeration - -  No 2 No -
+ Enumeration - +  No 2 No -
no Enumeration - no  No 16517 No -
Table: attribute Resultmp2
Attribute Resultmp2 based on column resultmp2
Category Type Bool Values +NULL? Frequency XCat? Notice
- Enumeration - -  No 173 No -
! Enumeration - !  No 2 No -
& Enumeration - &  No 650 No -
+ Enumeration - +  No 696 No -
no Enumeration - no  No 15000 No -
Table: attribute Resultmp3
Attribute Resultmp3 based on column resultmp3
Category Type Bool Values +NULL? Frequency XCat? Notice
- Enumeration - -  No 2 No -
no Enumeration - no  No 16519 No -
Table: attribute System
Attribute System based on column system
Category Type Bool Values +NULL? Frequency XCat? Notice
agrmaker Enumeration - agrmaker  No 1893 No -
aroma Enumeration - aroma  No 1892 No -
asmov Enumeration - asmov  No 3152 No -
codi Enumeration - codi  No 783 No -
ef2match Enumeration - ef2match  No 1778 No -
falcon Enumeration - falcon  No 1481 No -
germesmb Enumeration - germesmb  No 1957 No -
sobom Enumeration - sobom  No 3280 No -

Task Description

Task Name: Task3NMP

Table: used 4ft quantifiers
Quantifier Threshold Significance level
BASE 0.010000 N/A
Above Average Dependence 0.100000 N/A
Table: Antecedent -- partial cedents
Antecedent -- partial cedents
Partial cedent Conj/Disj MinLen MaxLen
Antecedent Conjunction 0 99
Table: Antecedent -- Literals
Table: Antecedent -- Literals
Partial Cedent Literal Attribute Column Gace Coefficient EqClass MinLen MaxLen
Antecedent Measure (subset), 1 - 1 Measure measure Basic Subset NULL 1 1
Antecedent System (subset), 1 - 1 System system Basic Subset NULL 1 1
Table: Succedent -- partial cedents
Succedent -- partial cedents
Partial cedent Conj/Disj MinLen MaxLen
Succedent Conjunction 1 99
Table: Succedent -- Literals
Table: Succedent -- Literals
Partial Cedent Literal Attribute Column Gace Coefficient EqClass MinLen MaxLen
Succedent Resultmp1 (subset), 1 - 1 Resultmp1 resultmp1 Basic Subset NULL 1 1
Succedent Resultmp2 (subset), 1 - 1 Resultmp2 resultmp2 Basic Subset NULL 1 1
Succedent Resultmp3 (subset), 1 - 1 Resultmp3 resultmp3 Basic Subset NULL 1 1
Table: Condition -- partial cedents
Condition -- partial cedents
Partial cedent Conj/Disj MinLen MaxLen
Condition Conjunction 0 99
Table: Condition -- Literals
Table: Condition -- Literals
Partial Cedent Literal.Name Attribute Column Gace Coefficient EqClass MinLen MaxLen

Found 4ft Association Rules

Found 4ft Association Rules concerns following data matrix columns: measure  resultmp1  resultmp2  resultmp3  system 

Number of found 4ft association rules: 20

Content (list of rules)

  1. Measure(<0.0008865248;0.4)) ::: Resultmp1(no) & Resultmp2(&)
  2. Measure(<0.0008865248;0.4)) ::: Resultmp1(no) & Resultmp2(&) & Resultmp3(no)
  3. Measure(<0.0008865248;0.4)) ::: Resultmp2(&)
  4. Measure(<0.0008865248;0.4)) ::: Resultmp2(&) & Resultmp3(no)
  5. Measure(<0.0008865248;0.4)) & System(asmov) ::: Resultmp1(no) & Resultmp2(&)
  6. Measure(<0.0008865248;0.4)) & System(asmov) ::: Resultmp1(no) & Resultmp2(&) & Resultmp3(no)
  7. Measure(<0.0008865248;0.4)) & System(asmov) ::: Resultmp2(&)
  8. Measure(<0.0008865248;0.4)) & System(asmov) ::: Resultmp2(&) & Resultmp3(no)
  9. Measure(<0.8;1.0)) & System(agrmaker) ::: Resultmp1(no) & Resultmp2(no)
  10. Measure(<0.8;1.0)) & System(agrmaker) ::: Resultmp1(no) & Resultmp2(no) & Resultmp3(no)
  11. Measure(<0.8;1.0)) & System(agrmaker) ::: Resultmp2(no)
  12. Measure(<0.8;1.0)) & System(agrmaker) ::: Resultmp2(no) & Resultmp3(no)
  13. Measure(<1.0;1.0>) ::: Resultmp1(no) & Resultmp2(+)
  14. Measure(<1.0;1.0>) ::: Resultmp1(no) & Resultmp2(+) & Resultmp3(no)
  15. Measure(<1.0;1.0>) ::: Resultmp2(+)
  16. Measure(<1.0;1.0>) ::: Resultmp2(+) & Resultmp3(no)
  17. System(asmov) ::: Resultmp1(no) & Resultmp2(&)
  18. System(asmov) ::: Resultmp1(no) & Resultmp2(&) & Resultmp3(no)
  19. System(asmov) ::: Resultmp2(&)
  20. System(asmov) ::: Resultmp2(&) & Resultmp3(no)

Rule

Measure(<0.0008865248;0.4)) ::: Resultmp1(no) & Resultmp2(&)

Antecedent: Measure(<0.0008865248;0.4))
Succedent: Resultmp1(no) & Resultmp2(&)

Quantifier Values
Quantifier Value Description
a 223 a-frequency from the contingency table
b 4718 b-frequency from the contingency table
c 427 c-frequency from the contingency table
d 11153 d-frequency from the contingency table
r 4941 r-frequency (a+b) from the contingency table
n 16521 n-frequency (a+b+c+d) from the contingency table
Conf 0.0451325643 Confidence (validity): a/(a+b)
DConf 0.0415424739 D-Confidence: a/(a+b+c)
EConf 0.6885781732 E-Confidence: (a+d)/(a+b+c+d)
Supp 0.0134979723 Support: a/(a+b+c+d)
Cmplt 0.3430769231 Completeness: a/(a+c)
AvgDf 0.147130914 Average difference: a(a+b+c+d)/((a+b)(a+c))- 1
LBound 1 Lower bound implication (p=0.9)
UBound 0 Upper bound implication (p=0.9)
ELBound 0.9999999999 Lower bound equivalence (p=0.9)
EUBound 0 Upper bound equivalence (p=0.9)
DLBound 1 Lower bound double implication (p=0.9)
DUBound 0 Upper bound double implication (p=0.9)
Fisher 0.0075193852 Fisher test
Chi-Sq 6.2497055526 Chi-square test
bMean 0.0453166093 Bayesian Mean
bVAR 0.0453166093 Bayesian Variance
bStDev 0.0029581429 Bayesian std. deviation
P(>=90%) 0 Bayesian Beta PDF integral (p=0.9)
P(>=95%) 0 Bayesian Beta PDF integral (p=0.95)
4ft Contingency Table
Succedent ¬Succedent
Antecedent 223 4718
¬Antecedent 427 11153

Rule

Measure(<0.0008865248;0.4)) ::: Resultmp1(no) & Resultmp2(&) & Resultmp3(no)

Antecedent: Measure(<0.0008865248;0.4))
Succedent: Resultmp1(no) & Resultmp2(&) & Resultmp3(no)

Quantifier Values
Quantifier Value Description
a 223 a-frequency from the contingency table
b 4718 b-frequency from the contingency table
c 427 c-frequency from the contingency table
d 11153 d-frequency from the contingency table
r 4941 r-frequency (a+b) from the contingency table
n 16521 n-frequency (a+b+c+d) from the contingency table
Conf 0.0451325643 Confidence (validity): a/(a+b)
DConf 0.0415424739 D-Confidence: a/(a+b+c)
EConf 0.6885781732 E-Confidence: (a+d)/(a+b+c+d)
Supp 0.0134979723 Support: a/(a+b+c+d)
Cmplt 0.3430769231 Completeness: a/(a+c)
AvgDf 0.147130914 Average difference: a(a+b+c+d)/((a+b)(a+c))- 1
LBound 1 Lower bound implication (p=0.9)
UBound 0 Upper bound implication (p=0.9)
ELBound 0.9999999999 Lower bound equivalence (p=0.9)
EUBound 0 Upper bound equivalence (p=0.9)
DLBound 1 Lower bound double implication (p=0.9)
DUBound 0 Upper bound double implication (p=0.9)
Fisher 0.0075193852 Fisher test
Chi-Sq 6.2497055526 Chi-square test
bMean 0.0453166093 Bayesian Mean
bVAR 0.0453166093 Bayesian Variance
bStDev 0.0029581429 Bayesian std. deviation
P(>=90%) 0 Bayesian Beta PDF integral (p=0.9)
P(>=95%) 0 Bayesian Beta PDF integral (p=0.95)
4ft Contingency Table
Succedent ¬Succedent
Antecedent 223 4718
¬Antecedent 427 11153

Rule

Measure(<0.0008865248;0.4)) ::: Resultmp2(&)

Antecedent: Measure(<0.0008865248;0.4))
Succedent: Resultmp2(&)

Quantifier Values
Quantifier Value Description
a 223 a-frequency from the contingency table
b 4718 b-frequency from the contingency table
c 427 c-frequency from the contingency table
d 11153 d-frequency from the contingency table
r 4941 r-frequency (a+b) from the contingency table
n 16521 n-frequency (a+b+c+d) from the contingency table
Conf 0.0451325643 Confidence (validity): a/(a+b)
DConf 0.0415424739 D-Confidence: a/(a+b+c)
EConf 0.6885781732 E-Confidence: (a+d)/(a+b+c+d)
Supp 0.0134979723 Support: a/(a+b+c+d)
Cmplt 0.3430769231 Completeness: a/(a+c)
AvgDf 0.147130914 Average difference: a(a+b+c+d)/((a+b)(a+c))- 1
LBound 1 Lower bound implication (p=0.9)
UBound 0 Upper bound implication (p=0.9)
ELBound 0.9999999999 Lower bound equivalence (p=0.9)
EUBound 0 Upper bound equivalence (p=0.9)
DLBound 1 Lower bound double implication (p=0.9)
DUBound 0 Upper bound double implication (p=0.9)
Fisher 0.0075193852 Fisher test
Chi-Sq 6.2497055526 Chi-square test
bMean 0.0453166093 Bayesian Mean
bVAR 0.0453166093 Bayesian Variance
bStDev 0.0029581429 Bayesian std. deviation
P(>=90%) 0 Bayesian Beta PDF integral (p=0.9)
P(>=95%) 0 Bayesian Beta PDF integral (p=0.95)
4ft Contingency Table
Succedent ¬Succedent
Antecedent 223 4718
¬Antecedent 427 11153

Rule

Measure(<0.0008865248;0.4)) ::: Resultmp2(&) & Resultmp3(no)

Antecedent: Measure(<0.0008865248;0.4))
Succedent: Resultmp2(&) & Resultmp3(no)

Quantifier Values
Quantifier Value Description
a 223 a-frequency from the contingency table
b 4718 b-frequency from the contingency table
c 427 c-frequency from the contingency table
d 11153 d-frequency from the contingency table
r 4941 r-frequency (a+b) from the contingency table
n 16521 n-frequency (a+b+c+d) from the contingency table
Conf 0.0451325643 Confidence (validity): a/(a+b)
DConf 0.0415424739 D-Confidence: a/(a+b+c)
EConf 0.6885781732 E-Confidence: (a+d)/(a+b+c+d)
Supp 0.0134979723 Support: a/(a+b+c+d)
Cmplt 0.3430769231 Completeness: a/(a+c)
AvgDf 0.147130914 Average difference: a(a+b+c+d)/((a+b)(a+c))- 1
LBound 1 Lower bound implication (p=0.9)
UBound 0 Upper bound implication (p=0.9)
ELBound 0.9999999999 Lower bound equivalence (p=0.9)
EUBound 0 Upper bound equivalence (p=0.9)
DLBound 1 Lower bound double implication (p=0.9)
DUBound 0 Upper bound double implication (p=0.9)
Fisher 0.0075193852 Fisher test
Chi-Sq 6.2497055526 Chi-square test
bMean 0.0453166093 Bayesian Mean
bVAR 0.0453166093 Bayesian Variance
bStDev 0.0029581429 Bayesian std. deviation
P(>=90%) 0 Bayesian Beta PDF integral (p=0.9)
P(>=95%) 0 Bayesian Beta PDF integral (p=0.95)
4ft Contingency Table
Succedent ¬Succedent
Antecedent 223 4718
¬Antecedent 427 11153

Rule

Measure(<0.0008865248;0.4)) & System(asmov) ::: Resultmp1(no) & Resultmp2(&)

Antecedent: Measure(<0.0008865248;0.4)) & System(asmov)
Succedent: Resultmp1(no) & Resultmp2(&)

Quantifier Values
Quantifier Value Description
a 197 a-frequency from the contingency table
b 2480 b-frequency from the contingency table
c 453 c-frequency from the contingency table
d 13391 d-frequency from the contingency table
r 2677 r-frequency (a+b) from the contingency table
n 16521 n-frequency (a+b+c+d) from the contingency table
Conf 0.0735898394 Confidence (validity): a/(a+b)
DConf 0.0629392971 D-Confidence: a/(a+b+c)
EConf 0.8224683736 E-Confidence: (a+d)/(a+b+c+d)
Supp 0.0119242177 Support: a/(a+b+c+d)
Cmplt 0.3030769231 Completeness: a/(a+c)
AvgDf 0.8704272866 Average difference: a(a+b+c+d)/((a+b)(a+c))- 1
LBound 1 Lower bound implication (p=0.9)
UBound 0 Upper bound implication (p=0.9)
ELBound 0.9999999999 Lower bound equivalence (p=0.9)
EUBound 0 Upper bound equivalence (p=0.9)
DLBound 1 Lower bound double implication (p=0.9)
DUBound 0 Upper bound double implication (p=0.9)
Fisher 0 Fisher test
Chi-Sq 99.1281887344 Chi-square test
bMean 0.0739081747 Bayesian Mean
bVAR 0.0739081747 Bayesian Variance
bStDev 0.0050536582 Bayesian std. deviation
P(>=90%) 0 Bayesian Beta PDF integral (p=0.9)
P(>=95%) 0 Bayesian Beta PDF integral (p=0.95)
4ft Contingency Table
Succedent ¬Succedent
Antecedent 197 2480
¬Antecedent 453 13391

Rule

Measure(<0.0008865248;0.4)) & System(asmov) ::: Resultmp1(no) & Resultmp2(&) & Resultmp3(no)

Antecedent: Measure(<0.0008865248;0.4)) & System(asmov)
Succedent: Resultmp1(no) & Resultmp2(&) & Resultmp3(no)

Quantifier Values
Quantifier Value Description
a 197 a-frequency from the contingency table
b 2480 b-frequency from the contingency table
c 453 c-frequency from the contingency table
d 13391 d-frequency from the contingency table
r 2677 r-frequency (a+b) from the contingency table
n 16521 n-frequency (a+b+c+d) from the contingency table
Conf 0.0735898394 Confidence (validity): a/(a+b)
DConf 0.0629392971 D-Confidence: a/(a+b+c)
EConf 0.8224683736 E-Confidence: (a+d)/(a+b+c+d)
Supp 0.0119242177 Support: a/(a+b+c+d)
Cmplt 0.3030769231 Completeness: a/(a+c)
AvgDf 0.8704272866 Average difference: a(a+b+c+d)/((a+b)(a+c))- 1
LBound 1 Lower bound implication (p=0.9)
UBound 0 Upper bound implication (p=0.9)
ELBound 0.9999999999 Lower bound equivalence (p=0.9)
EUBound 0 Upper bound equivalence (p=0.9)
DLBound 1 Lower bound double implication (p=0.9)
DUBound 0 Upper bound double implication (p=0.9)
Fisher 0 Fisher test
Chi-Sq 99.1281887344 Chi-square test
bMean 0.0739081747 Bayesian Mean
bVAR 0.0739081747 Bayesian Variance
bStDev 0.0050536582 Bayesian std. deviation
P(>=90%) 0 Bayesian Beta PDF integral (p=0.9)
P(>=95%) 0 Bayesian Beta PDF integral (p=0.95)
4ft Contingency Table
Succedent ¬Succedent
Antecedent 197 2480
¬Antecedent 453 13391

Rule

Measure(<0.0008865248;0.4)) & System(asmov) ::: Resultmp2(&)

Antecedent: Measure(<0.0008865248;0.4)) & System(asmov)
Succedent: Resultmp2(&)

Quantifier Values
Quantifier Value Description
a 197 a-frequency from the contingency table
b 2480 b-frequency from the contingency table
c 453 c-frequency from the contingency table
d 13391 d-frequency from the contingency table
r 2677 r-frequency (a+b) from the contingency table
n 16521 n-frequency (a+b+c+d) from the contingency table
Conf 0.0735898394 Confidence (validity): a/(a+b)
DConf 0.0629392971 D-Confidence: a/(a+b+c)
EConf 0.8224683736 E-Confidence: (a+d)/(a+b+c+d)
Supp 0.0119242177 Support: a/(a+b+c+d)
Cmplt 0.3030769231 Completeness: a/(a+c)
AvgDf 0.8704272866 Average difference: a(a+b+c+d)/((a+b)(a+c))- 1
LBound 1 Lower bound implication (p=0.9)
UBound 0 Upper bound implication (p=0.9)
ELBound 0.9999999999 Lower bound equivalence (p=0.9)
EUBound 0 Upper bound equivalence (p=0.9)
DLBound 1 Lower bound double implication (p=0.9)
DUBound 0 Upper bound double implication (p=0.9)
Fisher 0 Fisher test
Chi-Sq 99.1281887344 Chi-square test
bMean 0.0739081747 Bayesian Mean
bVAR 0.0739081747 Bayesian Variance
bStDev 0.0050536582 Bayesian std. deviation
P(>=90%) 0 Bayesian Beta PDF integral (p=0.9)
P(>=95%) 0 Bayesian Beta PDF integral (p=0.95)
4ft Contingency Table
Succedent ¬Succedent
Antecedent 197 2480
¬Antecedent 453 13391

Rule

Measure(<0.0008865248;0.4)) & System(asmov) ::: Resultmp2(&) & Resultmp3(no)

Antecedent: Measure(<0.0008865248;0.4)) & System(asmov)
Succedent: Resultmp2(&) & Resultmp3(no)

Quantifier Values
Quantifier Value Description
a 197 a-frequency from the contingency table
b 2480 b-frequency from the contingency table
c 453 c-frequency from the contingency table
d 13391 d-frequency from the contingency table
r 2677 r-frequency (a+b) from the contingency table
n 16521 n-frequency (a+b+c+d) from the contingency table
Conf 0.0735898394 Confidence (validity): a/(a+b)
DConf 0.0629392971 D-Confidence: a/(a+b+c)
EConf 0.8224683736 E-Confidence: (a+d)/(a+b+c+d)
Supp 0.0119242177 Support: a/(a+b+c+d)
Cmplt 0.3030769231 Completeness: a/(a+c)
AvgDf 0.8704272866 Average difference: a(a+b+c+d)/((a+b)(a+c))- 1
LBound 1 Lower bound implication (p=0.9)
UBound 0 Upper bound implication (p=0.9)
ELBound 0.9999999999 Lower bound equivalence (p=0.9)
EUBound 0 Upper bound equivalence (p=0.9)
DLBound 1 Lower bound double implication (p=0.9)
DUBound 0 Upper bound double implication (p=0.9)
Fisher 0 Fisher test
Chi-Sq 99.1281887344 Chi-square test
bMean 0.0739081747 Bayesian Mean
bVAR 0.0739081747 Bayesian Variance
bStDev 0.0050536582 Bayesian std. deviation
P(>=90%) 0 Bayesian Beta PDF integral (p=0.9)
P(>=95%) 0 Bayesian Beta PDF integral (p=0.95)
4ft Contingency Table
Succedent ¬Succedent
Antecedent 197 2480
¬Antecedent 453 13391

Rule

Measure(<0.8;1.0)) & System(agrmaker) ::: Resultmp1(no) & Resultmp2(no)

Antecedent: Measure(<0.8;1.0)) & System(agrmaker)
Succedent: Resultmp1(no) & Resultmp2(no)

Quantifier Values
Quantifier Value Description
a 244 a-frequency from the contingency table
b 0 b-frequency from the contingency table
c 14752 c-frequency from the contingency table
d 1525 d-frequency from the contingency table
r 244 r-frequency (a+b) from the contingency table
n 16521 n-frequency (a+b+c+d) from the contingency table
Conf 1 Confidence (validity): a/(a+b)
DConf 0.0162710056 D-Confidence: a/(a+b+c)
EConf 0.1070758429 E-Confidence: (a+d)/(a+b+c+d)
Supp 0.0147690818 Support: a/(a+b+c+d)
Cmplt 0.0162710056 Completeness: a/(a+c)
AvgDf 0.101693785 Average difference: a(a+b+c+d)/((a+b)(a+c))- 1
LBound 0 Lower bound implication (p=0.9)
UBound 1 Upper bound implication (p=0.9)
ELBound 0.9999999999 Lower bound equivalence (p=0.9)
EUBound 0 Upper bound equivalence (p=0.9)
DLBound 1 Lower bound double implication (p=0.9)
DUBound 0 Upper bound double implication (p=0.9)
Fisher 0 Fisher test
Chi-Sq 25.1852465075 Chi-square test
bMean 0.9959349593 Bayesian Mean
bVAR 0.9959349593 Bayesian Variance
bStDev 0.0040485495 Bayesian std. deviation
P(>=90%) 1 Bayesian Beta PDF integral (p=0.9)
P(>=95%) 1 Bayesian Beta PDF integral (p=0.95)
4ft Contingency Table
Succedent ¬Succedent
Antecedent 244 0
¬Antecedent 14752 1525

Rule

Measure(<0.8;1.0)) & System(agrmaker) ::: Resultmp1(no) & Resultmp2(no) & Resultmp3(no)

Antecedent: Measure(<0.8;1.0)) & System(agrmaker)
Succedent: Resultmp1(no) & Resultmp2(no) & Resultmp3(no)

Quantifier Values
Quantifier Value Description
a 244 a-frequency from the contingency table
b 0 b-frequency from the contingency table
c 14752 c-frequency from the contingency table
d 1525 d-frequency from the contingency table
r 244 r-frequency (a+b) from the contingency table
n 16521 n-frequency (a+b+c+d) from the contingency table
Conf 1 Confidence (validity): a/(a+b)
DConf 0.0162710056 D-Confidence: a/(a+b+c)
EConf 0.1070758429 E-Confidence: (a+d)/(a+b+c+d)
Supp 0.0147690818 Support: a/(a+b+c+d)
Cmplt 0.0162710056 Completeness: a/(a+c)
AvgDf 0.101693785 Average difference: a(a+b+c+d)/((a+b)(a+c))- 1
LBound 0 Lower bound implication (p=0.9)
UBound 1 Upper bound implication (p=0.9)
ELBound 0.9999999999 Lower bound equivalence (p=0.9)
EUBound 0 Upper bound equivalence (p=0.9)
DLBound 1 Lower bound double implication (p=0.9)
DUBound 0 Upper bound double implication (p=0.9)
Fisher 0 Fisher test
Chi-Sq 25.1852465075 Chi-square test
bMean 0.9959349593 Bayesian Mean
bVAR 0.9959349593 Bayesian Variance
bStDev 0.0040485495 Bayesian std. deviation
P(>=90%) 1 Bayesian Beta PDF integral (p=0.9)
P(>=95%) 1 Bayesian Beta PDF integral (p=0.95)
4ft Contingency Table
Succedent ¬Succedent
Antecedent 244 0
¬Antecedent 14752 1525

Rule

Measure(<0.8;1.0)) & System(agrmaker) ::: Resultmp2(no)

Antecedent: Measure(<0.8;1.0)) & System(agrmaker)
Succedent: Resultmp2(no)

Quantifier Values
Quantifier Value Description
a 244 a-frequency from the contingency table
b 0 b-frequency from the contingency table
c 14756 c-frequency from the contingency table
d 1521 d-frequency from the contingency table
r 244 r-frequency (a+b) from the contingency table
n 16521 n-frequency (a+b+c+d) from the contingency table
Conf 1 Confidence (validity): a/(a+b)
DConf 0.0162666667 D-Confidence: a/(a+b+c)
EConf 0.1068337268 E-Confidence: (a+d)/(a+b+c+d)
Supp 0.0147690818 Support: a/(a+b+c+d)
Cmplt 0.0162666667 Completeness: a/(a+c)
AvgDf 0.1014 Average difference: a(a+b+c+d)/((a+b)(a+c))- 1
LBound 0 Lower bound implication (p=0.9)
UBound 1 Upper bound implication (p=0.9)
ELBound 0.9999999999 Lower bound equivalence (p=0.9)
EUBound 0 Upper bound equivalence (p=0.9)
DLBound 1 Lower bound double implication (p=0.9)
DUBound 0 Upper bound double implication (p=0.9)
Fisher 0 Fisher test
Chi-Sq 25.1124883947 Chi-square test
bMean 0.9959349593 Bayesian Mean
bVAR 0.9959349593 Bayesian Variance
bStDev 0.0040485495 Bayesian std. deviation
P(>=90%) 1 Bayesian Beta PDF integral (p=0.9)
P(>=95%) 1 Bayesian Beta PDF integral (p=0.95)
4ft Contingency Table
Succedent ¬Succedent
Antecedent 244 0
¬Antecedent 14756 1521

Rule

Measure(<0.8;1.0)) & System(agrmaker) ::: Resultmp2(no) & Resultmp3(no)

Antecedent: Measure(<0.8;1.0)) & System(agrmaker)
Succedent: Resultmp2(no) & Resultmp3(no)

Quantifier Values
Quantifier Value Description
a 244 a-frequency from the contingency table
b 0 b-frequency from the contingency table
c 14755 c-frequency from the contingency table
d 1522 d-frequency from the contingency table
r 244 r-frequency (a+b) from the contingency table
n 16521 n-frequency (a+b+c+d) from the contingency table
Conf 1 Confidence (validity): a/(a+b)
DConf 0.0162677512 D-Confidence: a/(a+b+c)
EConf 0.1068942558 E-Confidence: (a+d)/(a+b+c+d)
Supp 0.0147690818 Support: a/(a+b+c+d)
Cmplt 0.0162677512 Completeness: a/(a+c)
AvgDf 0.1014734316 Average difference: a(a+b+c+d)/((a+b)(a+c))- 1
LBound 0 Lower bound implication (p=0.9)
UBound 1 Upper bound implication (p=0.9)
ELBound 0.9999999999 Lower bound equivalence (p=0.9)
EUBound 0 Upper bound equivalence (p=0.9)
DLBound 1 Lower bound double implication (p=0.9)
DUBound 0 Upper bound double implication (p=0.9)
Fisher 0 Fisher test
Chi-Sq 25.1306742847 Chi-square test
bMean 0.9959349593 Bayesian Mean
bVAR 0.9959349593 Bayesian Variance
bStDev 0.0040485495 Bayesian std. deviation
P(>=90%) 1 Bayesian Beta PDF integral (p=0.9)
P(>=95%) 1 Bayesian Beta PDF integral (p=0.95)
4ft Contingency Table
Succedent ¬Succedent
Antecedent 244 0
¬Antecedent 14755 1522

Rule

Measure(<1.0;1.0>) ::: Resultmp1(no) & Resultmp2(+)

Antecedent: Measure(<1.0;1.0>)
Succedent: Resultmp1(no) & Resultmp2(+)

Quantifier Values
Quantifier Value Description
a 224 a-frequency from the contingency table
b 2962 b-frequency from the contingency table
c 472 c-frequency from the contingency table
d 12863 d-frequency from the contingency table
r 3186 r-frequency (a+b) from the contingency table
n 16521 n-frequency (a+b+c+d) from the contingency table
Conf 0.0703075957 Confidence (validity): a/(a+b)
DConf 0.0612356479 D-Confidence: a/(a+b+c)
EConf 0.7921433327 E-Confidence: (a+d)/(a+b+c+d)
Supp 0.0135585013 Support: a/(a+b+c+d)
Cmplt 0.3218390805 Completeness: a/(a+c)
AvgDf 0.6688962487 Average difference: a(a+b+c+d)/((a+b)(a+c))- 1
LBound 1 Lower bound implication (p=0.9)
UBound 0 Upper bound implication (p=0.9)
ELBound 0.9999999999 Lower bound equivalence (p=0.9)
EUBound 0 Upper bound equivalence (p=0.9)
DLBound 1 Lower bound double implication (p=0.9)
DUBound 0 Upper bound double implication (p=0.9)
Fisher 0 Fisher test
Chi-Sq 77.6733657102 Chi-square test
bMean 0.0705771644 Bayesian Mean
bVAR 0.0705771644 Bayesian Variance
bStDev 0.0045353574 Bayesian std. deviation
P(>=90%) 0 Bayesian Beta PDF integral (p=0.9)
P(>=95%) 0 Bayesian Beta PDF integral (p=0.95)
4ft Contingency Table
Succedent ¬Succedent
Antecedent 224 2962
¬Antecedent 472 12863

Rule

Measure(<1.0;1.0>) ::: Resultmp1(no) & Resultmp2(+) & Resultmp3(no)

Antecedent: Measure(<1.0;1.0>)
Succedent: Resultmp1(no) & Resultmp2(+) & Resultmp3(no)

Quantifier Values
Quantifier Value Description
a 224 a-frequency from the contingency table
b 2962 b-frequency from the contingency table
c 472 c-frequency from the contingency table
d 12863 d-frequency from the contingency table
r 3186 r-frequency (a+b) from the contingency table
n 16521 n-frequency (a+b+c+d) from the contingency table
Conf 0.0703075957 Confidence (validity): a/(a+b)
DConf 0.0612356479 D-Confidence: a/(a+b+c)
EConf 0.7921433327 E-Confidence: (a+d)/(a+b+c+d)
Supp 0.0135585013 Support: a/(a+b+c+d)
Cmplt 0.3218390805 Completeness: a/(a+c)
AvgDf 0.6688962487 Average difference: a(a+b+c+d)/((a+b)(a+c))- 1
LBound 1 Lower bound implication (p=0.9)
UBound 0 Upper bound implication (p=0.9)
ELBound 0.9999999999 Lower bound equivalence (p=0.9)
EUBound 0 Upper bound equivalence (p=0.9)
DLBound 1 Lower bound double implication (p=0.9)
DUBound 0 Upper bound double implication (p=0.9)
Fisher 0 Fisher test
Chi-Sq 77.6733657102 Chi-square test
bMean 0.0705771644 Bayesian Mean
bVAR 0.0705771644 Bayesian Variance
bStDev 0.0045353574 Bayesian std. deviation
P(>=90%) 0 Bayesian Beta PDF integral (p=0.9)
P(>=95%) 0 Bayesian Beta PDF integral (p=0.95)
4ft Contingency Table
Succedent ¬Succedent
Antecedent 224 2962
¬Antecedent 472 12863

Rule

Measure(<1.0;1.0>) ::: Resultmp2(+)

Antecedent: Measure(<1.0;1.0>)
Succedent: Resultmp2(+)

Quantifier Values
Quantifier Value Description
a 224 a-frequency from the contingency table
b 2962 b-frequency from the contingency table
c 472 c-frequency from the contingency table
d 12863 d-frequency from the contingency table
r 3186 r-frequency (a+b) from the contingency table
n 16521 n-frequency (a+b+c+d) from the contingency table
Conf 0.0703075957 Confidence (validity): a/(a+b)
DConf 0.0612356479 D-Confidence: a/(a+b+c)
EConf 0.7921433327 E-Confidence: (a+d)/(a+b+c+d)
Supp 0.0135585013 Support: a/(a+b+c+d)
Cmplt 0.3218390805 Completeness: a/(a+c)
AvgDf 0.6688962487 Average difference: a(a+b+c+d)/((a+b)(a+c))- 1
LBound 1 Lower bound implication (p=0.9)
UBound 0 Upper bound implication (p=0.9)
ELBound 0.9999999999 Lower bound equivalence (p=0.9)
EUBound 0 Upper bound equivalence (p=0.9)
DLBound 1 Lower bound double implication (p=0.9)
DUBound 0 Upper bound double implication (p=0.9)
Fisher 0 Fisher test
Chi-Sq 77.6733657102 Chi-square test
bMean 0.0705771644 Bayesian Mean
bVAR 0.0705771644 Bayesian Variance
bStDev 0.0045353574 Bayesian std. deviation
P(>=90%) 0 Bayesian Beta PDF integral (p=0.9)
P(>=95%) 0 Bayesian Beta PDF integral (p=0.95)
4ft Contingency Table
Succedent ¬Succedent
Antecedent 224 2962
¬Antecedent 472 12863

Rule

Measure(<1.0;1.0>) ::: Resultmp2(+) & Resultmp3(no)

Antecedent: Measure(<1.0;1.0>)
Succedent: Resultmp2(+) & Resultmp3(no)

Quantifier Values
Quantifier Value Description
a 224 a-frequency from the contingency table
b 2962 b-frequency from the contingency table
c 472 c-frequency from the contingency table
d 12863 d-frequency from the contingency table
r 3186 r-frequency (a+b) from the contingency table
n 16521 n-frequency (a+b+c+d) from the contingency table
Conf 0.0703075957 Confidence (validity): a/(a+b)
DConf 0.0612356479 D-Confidence: a/(a+b+c)
EConf 0.7921433327 E-Confidence: (a+d)/(a+b+c+d)
Supp 0.0135585013 Support: a/(a+b+c+d)
Cmplt 0.3218390805 Completeness: a/(a+c)
AvgDf 0.6688962487 Average difference: a(a+b+c+d)/((a+b)(a+c))- 1
LBound 1 Lower bound implication (p=0.9)
UBound 0 Upper bound implication (p=0.9)
ELBound 0.9999999999 Lower bound equivalence (p=0.9)
EUBound 0 Upper bound equivalence (p=0.9)
DLBound 1 Lower bound double implication (p=0.9)
DUBound 0 Upper bound double implication (p=0.9)
Fisher 0 Fisher test
Chi-Sq 77.6733657102 Chi-square test
bMean 0.0705771644 Bayesian Mean
bVAR 0.0705771644 Bayesian Variance
bStDev 0.0045353574 Bayesian std. deviation
P(>=90%) 0 Bayesian Beta PDF integral (p=0.9)
P(>=95%) 0 Bayesian Beta PDF integral (p=0.95)
4ft Contingency Table
Succedent ¬Succedent
Antecedent 224 2962
¬Antecedent 472 12863

Rule

System(asmov) ::: Resultmp1(no) & Resultmp2(&)

Antecedent: System(asmov)
Succedent: Resultmp1(no) & Resultmp2(&)

Quantifier Values
Quantifier Value Description
a 222 a-frequency from the contingency table
b 2930 b-frequency from the contingency table
c 428 c-frequency from the contingency table
d 12941 d-frequency from the contingency table
r 3152 r-frequency (a+b) from the contingency table
n 16521 n-frequency (a+b+c+d) from the contingency table
Conf 0.0704314721 Confidence (validity): a/(a+b)
DConf 0.0620111732 D-Confidence: a/(a+b+c)
EConf 0.7967435385 E-Confidence: (a+d)/(a+b+c+d)
Supp 0.0134374433 Support: a/(a+b+c+d)
Cmplt 0.3415384615 Completeness: a/(a+c)
AvgDf 0.7901513081 Average difference: a(a+b+c+d)/((a+b)(a+c))- 1
LBound 1 Lower bound implication (p=0.9)
UBound 0 Upper bound implication (p=0.9)
ELBound 0.9999999999 Lower bound equivalence (p=0.9)
EUBound 0 Upper bound equivalence (p=0.9)
DLBound 1 Lower bound double implication (p=0.9)
DUBound 0 Upper bound double implication (p=0.9)
Fisher 0 Fisher test
Chi-Sq 99.5985941991 Chi-square test
bMean 0.0707038681 Bayesian Mean
bVAR 0.0707038681 Bayesian Variance
bStDev 0.0045635096 Bayesian std. deviation
P(>=90%) 0 Bayesian Beta PDF integral (p=0.9)
P(>=95%) 0 Bayesian Beta PDF integral (p=0.95)
4ft Contingency Table
Succedent ¬Succedent
Antecedent 222 2930
¬Antecedent 428 12941

Rule

System(asmov) ::: Resultmp1(no) & Resultmp2(&) & Resultmp3(no)

Antecedent: System(asmov)
Succedent: Resultmp1(no) & Resultmp2(&) & Resultmp3(no)

Quantifier Values
Quantifier Value Description
a 222 a-frequency from the contingency table
b 2930 b-frequency from the contingency table
c 428 c-frequency from the contingency table
d 12941 d-frequency from the contingency table
r 3152 r-frequency (a+b) from the contingency table
n 16521 n-frequency (a+b+c+d) from the contingency table
Conf 0.0704314721 Confidence (validity): a/(a+b)
DConf 0.0620111732 D-Confidence: a/(a+b+c)
EConf 0.7967435385 E-Confidence: (a+d)/(a+b+c+d)
Supp 0.0134374433 Support: a/(a+b+c+d)
Cmplt 0.3415384615 Completeness: a/(a+c)
AvgDf 0.7901513081 Average difference: a(a+b+c+d)/((a+b)(a+c))- 1
LBound 1 Lower bound implication (p=0.9)
UBound 0 Upper bound implication (p=0.9)
ELBound 0.9999999999 Lower bound equivalence (p=0.9)
EUBound 0 Upper bound equivalence (p=0.9)
DLBound 1 Lower bound double implication (p=0.9)
DUBound 0 Upper bound double implication (p=0.9)
Fisher 0 Fisher test
Chi-Sq 99.5985941991 Chi-square test
bMean 0.0707038681 Bayesian Mean
bVAR 0.0707038681 Bayesian Variance
bStDev 0.0045635096 Bayesian std. deviation
P(>=90%) 0 Bayesian Beta PDF integral (p=0.9)
P(>=95%) 0 Bayesian Beta PDF integral (p=0.95)
4ft Contingency Table
Succedent ¬Succedent
Antecedent 222 2930
¬Antecedent 428 12941

Rule

System(asmov) ::: Resultmp2(&)

Antecedent: System(asmov)
Succedent: Resultmp2(&)

Quantifier Values
Quantifier Value Description
a 222 a-frequency from the contingency table
b 2930 b-frequency from the contingency table
c 428 c-frequency from the contingency table
d 12941 d-frequency from the contingency table
r 3152 r-frequency (a+b) from the contingency table
n 16521 n-frequency (a+b+c+d) from the contingency table
Conf 0.0704314721 Confidence (validity): a/(a+b)
DConf 0.0620111732 D-Confidence: a/(a+b+c)
EConf 0.7967435385 E-Confidence: (a+d)/(a+b+c+d)
Supp 0.0134374433 Support: a/(a+b+c+d)
Cmplt 0.3415384615 Completeness: a/(a+c)
AvgDf 0.7901513081 Average difference: a(a+b+c+d)/((a+b)(a+c))- 1
LBound 1 Lower bound implication (p=0.9)
UBound 0 Upper bound implication (p=0.9)
ELBound 0.9999999999 Lower bound equivalence (p=0.9)
EUBound 0 Upper bound equivalence (p=0.9)
DLBound 1 Lower bound double implication (p=0.9)
DUBound 0 Upper bound double implication (p=0.9)
Fisher 0 Fisher test
Chi-Sq 99.5985941991 Chi-square test
bMean 0.0707038681 Bayesian Mean
bVAR 0.0707038681 Bayesian Variance
bStDev 0.0045635096 Bayesian std. deviation
P(>=90%) 0 Bayesian Beta PDF integral (p=0.9)
P(>=95%) 0 Bayesian Beta PDF integral (p=0.95)
4ft Contingency Table
Succedent ¬Succedent
Antecedent 222 2930
¬Antecedent 428 12941

Rule

System(asmov) ::: Resultmp2(&) & Resultmp3(no)

Antecedent: System(asmov)
Succedent: Resultmp2(&) & Resultmp3(no)

Quantifier Values
Quantifier Value Description
a 222 a-frequency from the contingency table
b 2930 b-frequency from the contingency table
c 428 c-frequency from the contingency table
d 12941 d-frequency from the contingency table
r 3152 r-frequency (a+b) from the contingency table
n 16521 n-frequency (a+b+c+d) from the contingency table
Conf 0.0704314721 Confidence (validity): a/(a+b)
DConf 0.0620111732 D-Confidence: a/(a+b+c)
EConf 0.7967435385 E-Confidence: (a+d)/(a+b+c+d)
Supp 0.0134374433 Support: a/(a+b+c+d)
Cmplt 0.3415384615 Completeness: a/(a+c)
AvgDf 0.7901513081 Average difference: a(a+b+c+d)/((a+b)(a+c))- 1
LBound 1 Lower bound implication (p=0.9)
UBound 0 Upper bound implication (p=0.9)
ELBound 0.9999999999 Lower bound equivalence (p=0.9)
EUBound 0 Upper bound equivalence (p=0.9)
DLBound 1 Lower bound double implication (p=0.9)
DUBound 0 Upper bound double implication (p=0.9)
Fisher 0 Fisher test
Chi-Sq 99.5985941991 Chi-square test
bMean 0.0707038681 Bayesian Mean
bVAR 0.0707038681 Bayesian Variance
bStDev 0.0045635096 Bayesian std. deviation
P(>=90%) 0 Bayesian Beta PDF integral (p=0.9)
P(>=95%) 0 Bayesian Beta PDF integral (p=0.95)
4ft Contingency Table
Succedent ¬Succedent
Antecedent 222 2930
¬Antecedent 428 12941