10 * 30way cross-val
v = win
= tie
* = loss
Tester: weka.experiment.PairedTTester
Analysing: Mean_absolute_error
Datasets: 13
Resultsets: 2
Confidence: 0.05 (two tailed)
Sorted by: -
Date: 9/19/10 10:34 PM
Dataset (1) trees.M5P '-M | (2) functions.
------------------------------------------------------------
antABCD_tmp (30) 0.41(0.03) | 0.42(0.03) v
camelABC_tmp (30) 0.69(0.05) | 0.70(0.04)
forrestAB_tmp (30) 0.90(0.27) | 1.03(0.41) v
ivyAB_tmp (30) 1.37(0.57) | 1.42(0.58)
jeditABCD_tmp (30) 0.82(0.08) | 0.88(0.07) v
log4jAB_tmp (30) 0.54(0.06) | 0.58(0.06) v
luceneAB_tmp (30) 1.39(0.20) | 1.48(0.15) v
pbeansB_tmp (30) 0.67(0.66) | 0.74(0.41)
poiABC_tmp (30) 0.99(0.06) | 1.00(0.06)
synapseAB_tmp (30) 0.42(0.04) | 0.46(0.04) v
velocityAB_tmp (30) 0.97(0.11) | 0.98(0.15)
xalanABC_tmp (30) 0.57(0.02) | 0.58(0.01) v
xercesABC_tmp (30) 0.65(0.05) | 0.69(0.04) v
------------------------------------------------------------
Average 0.80 | 0.84
------------------------------------------------------------
(v/ /*) | (8/5/0)
Key:
(1) trees.M5P '-M 4.0' -6.1184390397682442E18
(2) functions.LinearRegression '-S 2 -R 1.0E-8' -3.3645808620465736E18
Tester: weka.experiment.PairedTTester
Analysing: Correlation_coefficient
Datasets: 13
Resultsets: 2
Confidence: 0.05 (two tailed)
Sorted by: -
Date: 9/19/10 10:37 PM
Dataset (1) trees.M5P '-M | (2) functions.
-------------------------------------------------------------
antABCD_tmp (30) 0.40(0.08) | 0.42(0.08)
camelABC_tmp (30) 0.29(0.19) | 0.31(0.20)
forrestAB_tmp (30) -0.07(0.19) | 0.02(0.17) v
ivyAB_tmp (30) 0.39(0.21) | 0.41(0.20)
jeditABCD_tmp (30) 0.67(0.07) | 0.66(0.06)
log4jAB_tmp (30) 0.70(0.12) | 0.70(0.12)
luceneAB_tmp (30) 0.64(0.14) | 0.66(0.09)
pbeansB_tmp (30) 0.47(0.38) | 0.26(0.45) *
poiABC_tmp (30) 0.32(0.10) | 0.33(0.11)
synapseAB_tmp (30) 0.43(0.09) | 0.43(0.09)
velocityAB_tmp (30) 0.35(0.25) | 0.28(0.28)
xalanABC_tmp (30) 0.48(0.05) | 0.49(0.05)
xercesABC_tmp (30) 0.37(0.15) | 0.37(0.12)
-------------------------------------------------------------
Average 0.42 | 0.41
-------------------------------------------------------------
(v/ /*) | (1/11/1)
Key:
(1) trees.M5P '-M 4.0' -6.1184390397682442E18
(2) functions.LinearRegression '-S 2 -R 1.0E-8' -3.3645808620465736E18
Tester: weka.experiment.PairedTTester
Analysing: Relative_absolute_error
Datasets: 13
Resultsets: 2
Confidence: 0.05 (two tailed)
Sorted by: -
Date: 9/19/10 10:38 PM
Dataset (1) trees.M5P '-M 4. | (2) functions.Lin
------------------------------------------------------------------
antABCD_tmp (30) 80.36( 3.82) | 83.12( 5.16) v
camelABC_tmp (30) 90.59( 4.88) | 91.33( 3.57)
forrestAB_tmp (30) 119.40(35.85) | 140.16(71.31) v
ivyAB_tmp (30) 124.38(56.46) | 129.74(58.30)
jeditABCD_tmp (30) 71.75( 6.39) | 77.56( 5.35) v
log4jAB_tmp (30) 63.70( 6.07) | 67.60( 7.12) v
luceneAB_tmp (30) 82.27(10.33) | 87.72(11.60) v
pbeansB_tmp (30) 106.91(83.79) | 119.55(49.35)
poiABC_tmp (30) 96.98( 3.92) | 97.93( 4.51)
synapseAB_tmp (30) 82.41( 6.06) | 90.18( 6.86) v
velocityAB_tmp (30) 92.99(11.04) | 93.96(13.21)
xalanABC_tmp (30) 83.55( 2.71) | 86.03( 1.45) v
xercesABC_tmp (30) 91.19( 6.52) | 96.26( 5.21) v
------------------------------------------------------------------
Average 91.27 | 97.01
------------------------------------------------------------------
(v/ /*) | (8/5/0)
Key:
(1) trees.M5P '-M 4.0' -6.1184390397682442E18
(2) functions.LinearRegression '-S 2 -R 1.0E-8' -3.3645808620465736E18
Tester: weka.experiment.PairedTTester
Analysing: measureNumRules
Datasets: 13
Resultsets: 2
Confidence: 0.05 (two tailed)
Sorted by: -
Date: 9/19/10 10:38 PM
Dataset (1) trees.M5P '-M | (2) functio
----------------------------------------------------------
antABCD_tmp (0) 3.70(3.41) |
camelABC_tmp (0) 7.60(9.22) |
forrestAB_tmp (0) 1.47(0.68) |
ivyAB_tmp (0) 1.97(2.36) |
jeditABCD_tmp (0) 7.87(9.24) |
log4jAB_tmp (0) 2.40(1.87) |
luceneAB_tmp (0) 4.33(3.53) |
pbeansB_tmp (0) 1.07(0.25) |
poiABC_tmp (0) 6.13(5.04) |
synapseAB_tmp (0) 4.90(3.37) |
velocityAB_tmp (0) 3.83(2.96) |
xalanABC_tmp (0) 10.63(8.29) |
xercesABC_tmp (0) 6.43(4.90) |
----------------------------------------------------------
Average 4.79 | NaN.00
----------------------------------------------------------
(v/ /*) | (0/0/0
Key:
(1) trees.M5P '-M 4.0' -6.1184390397682442E18
(2) functions.LinearRegression '-S 2 -R 1.0E-8' -3.3645808620465736E18