ЛР 1и2 / Unexpected Rules

Unexpected Rule # 1 (out of 4)
Level of Unlikelihood: 0,999

1) If Sex is F
and Width is 61,00 ... 77,00 (average = 67,30 )
and Accel is 148,00 ... 275,00 (average = 216,10 )
Then
Diagnosis is between 1,00 and 2,00
Rule's probability: 1,000
The rule exists in 10 records.
Significance Level: Error probability < 0,001
Expected rule probability: 0,810
Actual minus Expected probability: 0,190


Basic Rules:

2) If Width is 59,00 ... 101,00 (average = 69,00 )
and Accel is 148,00 ... 279,00 (average = 214,11 )
Then
Diagnosis is between 1,00 and 2,00
Rule's probability: 0,778
The rule exists in 14 records.
Significance Level: Error probability < 0,01

3) If Sex is F
and Accel is 148,00 ... 275,00 (average = 222,14 )
Then
Diagnosis is between 1,00 and 2,00
Rule's probability: 0,810
The rule exists in 17 records.
Significance Level: Error probability < 0,001

4) If Sex is F
and Width is 60,00 ... 85,00 (average = 68,29 )
Then
Diagnosis is between 1,00 and 2,00
Rule's probability: 0,706
The rule exists in 12 records.
Significance Level: Error probability < 0,1

5) If Accel is 148,00 ... 279,00 (average = 217,18 )
Then
Diagnosis is between 1,00 and 2,00
Rule's probability: 0,706
The rule exists in 24 records.
Significance Level: Error probability < 0,01

Basic Trends:

6) If Sex is F
Then
Diagnosis is between 1,00 and 2,00
Trend's probability: 0,595
The trend exists in 25 records.

7) If Width is 59,00 ... 101,00
Then
Diagnosis is between 1,00 and 2,00
Trend's probability: 0,556
The trend exists in 20 records.

Unexpected Rule # 2 (out of 4)
Level of Unlikelihood: 0,999

8) If Age is 58,00 ... 70,00 (average = 65,60 )
and Width is 59,00 ... 72,00 (average = 64,80 )
and Accel is 148,00 ... 275,00 (average = 210,40 )
Then
Diagnosis is between 1,00 and 2,00
Rule's probability: 1,000
The rule exists in 10 records.
Significance Level: Error probability < 0,001
Expected rule probability: 0,825
Actual minus Expected probability: 0,175


Basic Rules:

9) If Width is 59,00 ... 101,00 (average = 69,00 )
and Accel is 148,00 ... 279,00 (average = 214,11 )
Then
Diagnosis is between 1,00 and 2,00
Rule's probability: 0,778
The rule exists in 14 records.
Significance Level: Error probability < 0,01

10) If Age is 56,00 ... 70,00 (average = 64,68 )
and Accel is 148,00 ... 275,00 (average = 215,79 )
Then
Diagnosis is between 1,00 and 2,00
Rule's probability: 0,842
The rule exists in 16 records.
Significance Level: Error probability < 0,001

11) If Age is 56,00 ... 70,00 (average = 65,00 )
and Width is 59,00 ... 74,00 (average = 65,41 )
Then
Diagnosis is between 1,00 and 2,00
Rule's probability: 0,765
The rule exists in 13 records.
Significance Level: Error probability < 0,1

12) If Accel is 148,00 ... 279,00 (average = 217,18 )
Then
Diagnosis is between 1,00 and 2,00
Rule's probability: 0,706
The rule exists in 24 records.
Significance Level: Error probability < 0,01

Basic Trends:

13) If Age is 56,00 ... 74,00
Then
Diagnosis is between 1,00 and 2,00
Trend's probability: 0,632
The trend exists in 24 records.

14) If Width is 59,00 ... 101,00
Then
Diagnosis is between 1,00 and 2,00
Trend's probability: 0,556
The trend exists in 20 records.

Unexpected Rule # 3 (out of 4)
Level of Unlikelihood: 0,998

15) If Length is 114,00 ... 144,00 (average = 124,60 )
and Index is 0,70 ... 0,80 (average = 0,73 )
Then
Diagnosis is not between 1,00 and 2,00
Rule's probability: 1,000
The rule exists in 10 records.
Significance Level: Error probability < 0,001
Expected rule probability: 0,151
Actual minus Expected probability: 0,151


Basic Rules:

16) If Index is 0,70 ... 0,80 (average = 0,73 )
Then
Diagnosis is not between 1,00 and 2,00
Rule's probability: 0,824
The rule exists in 14 records.
Significance Level: Error probability < 0,01

Basic Trends:

17) If Length is 112,00 ... 144,00
Then
Diagnosis is between 1,00 and 2,00
Trend's probability: 0,410
The trend exists in 16 records.

Unexpected Rule # 4 (out of 4)
Level of Unlikelihood: 0,990

18) If Index is 0,63 ... 0,67 (average = 0,65 )
and Accel is 148,00 ... 275,00 (average = 213,40 )
Then
Diagnosis is between 1,00 and 2,00
Rule's probability: 1,000
The rule exists in 10 records.
Significance Level: Error probability < 0,001
Expected rule probability: 0,854
Actual minus Expected probability: 0,146


Basic Rules:

19) If Accel is 148,00 ... 279,00 (average = 217,18 )
Then
Diagnosis is between 1,00 and 2,00
Rule's probability: 0,706
The rule exists in 24 records.
Significance Level: Error probability < 0,01

20) If Index is 0,63 ... 0,67 (average = 0,65 )
Then
Diagnosis is between 1,00 and 2,00
Rule's probability: 0,708
The rule exists in 17 records.
Significance Level: Error probability < 0,1