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343 lines (294 loc) · 12.1 KB
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TiMBL 6.4.14 (c) CLST/ILK/CLIPS 1998 - 2019.
Tilburg Memory Based Learner
Centre for Language and Speech Technology, Radboud University
Induction of Linguistic Knowledge Research Group, Tilburg University
CLiPS Computational Linguistics Group, University of Antwerp
Mon Sep 2 15:22:47 2019
Examine datafile 'tests/bug44.train' gave the following results:
Number of Features: 2
InputFormat : C4.5
Phase 1: Reading Datafile: tests/bug44.train
Start: 0 @ Mon Sep 2 15:22:47 2019
Finished: 4 @ Mon Sep 2 15:22:47 2019
Calculating Entropy Mon Sep 2 15:22:47 2019
Lines of data : 4
Warning: The following feature(s) have only 1 value: 1-2
DB Entropy : 1.0000000
Number of Classes : 2
Feats Vals InfoGain GainRatio
1 1 0.0000000 0.0000000
2 1 0.0000000 0.0000000
Preparation took 0 seconds, 0 milliseconds and 95 microseconds
Feature Permutation based on GainRatio/Values :
< 1, 2 >
Phase 2: Building multi index on Datafile: tests/bug44.train
Start: 0 @ Mon Sep 2 15:22:47 2019
Finished: 4 @ Mon Sep 2 15:22:47 2019
Phase 3: Learning from Datafile: tests/bug44.train
Start: 0 @ Mon Sep 2 15:22:47 2019
Finished: 4 @ Mon Sep 2 15:22:47 2019
Size of InstanceBase = 3 Nodes, (120 bytes), 0.00 % compression
Learning took 0 seconds, 0 milliseconds and 79 microseconds
Examine datafile 'tests/bug44.train' gave the following results:
Number of Features: 2
InputFormat : C4.5
Starting to test, Testfile: tests/bug44.train
Writing output in: bug44-1.out
Algorithm : IB1
Global metric : Overlap
Deviant Feature Metrics:(none)
Weighting : GainRatio
Feature 1 : 0.000000000000000
Feature 2 : 0.000000000000000
Tested: 1 @ Mon Sep 2 15:22:47 2019
Tested: 2 @ Mon Sep 2 15:22:47 2019
Tested: 3 @ Mon Sep 2 15:22:47 2019
Tested: 4 @ Mon Sep 2 15:22:47 2019
Ready: 4 @ Mon Sep 2 15:22:47 2019
Seconds taken: 0.0001 (48780.49 p/s)
0,0,b,
# k=1 { b 2.00000, a 2.00000 } 0.0000000000000
0,0,a,
# k=1 { b 2.00000, a 2.00000 } 0.0000000000000
0,0,b,
# k=1 { b 2.00000, a 2.00000 } 0.0000000000000
0,0,a,
# k=1 { b 2.00000, a 2.00000 } 0.0000000000000
TiMBL 6.4.14 (c) CLST/ILK/CLIPS 1998 - 2019.
Tilburg Memory Based Learner
Centre for Language and Speech Technology, Radboud University
Induction of Linguistic Knowledge Research Group, Tilburg University
CLiPS Computational Linguistics Group, University of Antwerp
Mon Sep 2 15:22:47 2019
Examine datafile 'tests/bug44.train' gave the following results:
Number of Features: 2
InputFormat : C4.5
Phase 1: Reading Datafile: tests/bug44.train
Start: 0 @ Mon Sep 2 15:22:47 2019
Finished: 4 @ Mon Sep 2 15:22:47 2019
Calculating Entropy Mon Sep 2 15:22:47 2019
Lines of data : 4
Warning: The following feature(s) have only 1 value: 1-2
DB Entropy : 1.0000000
Number of Classes : 2
Feats Vals InfoGain GainRatio
1 1 0.0000000 0.0000000
2 1 0.0000000 0.0000000
Preparation took 0 seconds, 0 milliseconds and 78 microseconds
Feature Permutation based on GainRatio/Values :
< 1, 2 >
Phase 2: Building multi index on Datafile: tests/bug44.train
Start: 0 @ Mon Sep 2 15:22:47 2019
Finished: 4 @ Mon Sep 2 15:22:47 2019
Phase 3: Learning from Datafile: tests/bug44.train
Start: 0 @ Mon Sep 2 15:22:47 2019
Finished: 4 @ Mon Sep 2 15:22:47 2019
Size of InstanceBase = 3 Nodes, (120 bytes), 0.00 % compression
Learning took 0 seconds, 0 milliseconds and 64 microseconds
Examine datafile 'tests/bug44.train' gave the following results:
Number of Features: 2
InputFormat : C4.5
Starting to test, Testfile: tests/bug44.train
Writing output in: bug44-2.out
Algorithm : IB1
Global metric : Overlap
Deviant Feature Metrics:(none)
Weighting : GainRatio
Feature 1 : 0.000000000000000
Feature 2 : 0.000000000000000
Tested: 1 @ Mon Sep 2 15:22:47 2019
Tested: 2 @ Mon Sep 2 15:22:47 2019
Tested: 3 @ Mon Sep 2 15:22:47 2019
Tested: 4 @ Mon Sep 2 15:22:47 2019
Ready: 4 @ Mon Sep 2 15:22:47 2019
Seconds taken: 0.0002 (25641.03 p/s)
overall accuracy: 0.500000 (2/4), of which 4 exact matches
There were 4 ties of which 2 (50.00%) were correctly resolved
0,0,b,b { b 2.00000, a 2.00000 } 0.0000000000000
# k=1, 4 Neighbor(s) at distance: 0.0000000000000
# 0,0,{ b 2.00000, a 2.00000 }
0,0,a,b { b 2.00000, a 2.00000 } 0.0000000000000
# k=1, 4 Neighbor(s) at distance: 0.0000000000000
# 0,0,{ b 2.00000, a 2.00000 }
0,0,b,b { b 2.00000, a 2.00000 } 0.0000000000000
# k=1, 4 Neighbor(s) at distance: 0.0000000000000
# 0,0,{ b 2.00000, a 2.00000 }
0,0,a,b { b 2.00000, a 2.00000 } 0.0000000000000
# k=1, 4 Neighbor(s) at distance: 0.0000000000000
# 0,0,{ b 2.00000, a 2.00000 }
TiMBL 6.4.14 (c) CLST/ILK/CLIPS 1998 - 2019.
Tilburg Memory Based Learner
Centre for Language and Speech Technology, Radboud University
Induction of Linguistic Knowledge Research Group, Tilburg University
CLiPS Computational Linguistics Group, University of Antwerp
Mon Sep 2 15:22:47 2019
Examine datafile 'tests/bug44.train' gave the following results:
Number of Features: 2
InputFormat : C4.5
Phase 1: Reading Datafile: tests/bug44.train
Start: 0 @ Mon Sep 2 15:22:47 2019
Finished: 4 @ Mon Sep 2 15:22:47 2019
Calculating Entropy Mon Sep 2 15:22:47 2019
Lines of data : 4
Warning: The following feature(s) have only 1 value: 1-2
DB Entropy : 1.0000000
Number of Classes : 2
Feats Vals InfoGain GainRatio
1 1 0.0000000 0.0000000
2 1 0.0000000 0.0000000
Preparation took 0 seconds, 0 milliseconds and 183 microseconds
Feature Permutation based on GainRatio :
< 1, 2 >
Phase 2: Building multi index on Datafile: tests/bug44.train
Start: 0 @ Mon Sep 2 15:22:47 2019
Finished: 4 @ Mon Sep 2 15:22:47 2019
Phase 3: Learning from Datafile: tests/bug44.train
Start: 0 @ Mon Sep 2 15:22:47 2019
Finished: 4 @ Mon Sep 2 15:22:47 2019
Size of InstanceBase = 0 Nodes, (0 bytes), 100.00 % compression
Learning took 0 seconds, 0 milliseconds and 121 microseconds
Examine datafile 'tests/bug44.train' gave the following results:
Number of Features: 2
InputFormat : C4.5
Starting to test, Testfile: tests/bug44.train
Writing output in: bug44-3.out
Algorithm : IGTree
Weighting : GainRatio
Feature 1 : 0.000000000000000
Feature 2 : 0.000000000000000
Tested: 1 @ Mon Sep 2 15:22:47 2019
Tested: 2 @ Mon Sep 2 15:22:47 2019
Tested: 3 @ Mon Sep 2 15:22:47 2019
Tested: 4 @ Mon Sep 2 15:22:47 2019
Ready: 4 @ Mon Sep 2 15:22:47 2019
Seconds taken: 0.0001 (57971.01 p/s)
overall accuracy: 0.500000 (2/4)
There were 4 ties of which 2 (50.00%) were correctly resolved
0,0,b,b { b 2.00000, a 2.00000 } 0.0000000000000
0,0,a,b { b 2.00000, a 2.00000 } 0.0000000000000
0,0,b,b { b 2.00000, a 2.00000 } 0.0000000000000
0,0,a,b { b 2.00000, a 2.00000 } 0.0000000000000
TiMBL 6.4.14 (c) CLST/ILK/CLIPS 1998 - 2019.
Tilburg Memory Based Learner
Centre for Language and Speech Technology, Radboud University
Induction of Linguistic Knowledge Research Group, Tilburg University
CLiPS Computational Linguistics Group, University of Antwerp
Mon Sep 2 15:22:47 2019
Examine datafile 'tests/bug44.train' gave the following results:
Number of Features: 2
InputFormat : C4.5
Phase 1: Reading Datafile: tests/bug44.train
Start: 0 @ Mon Sep 2 15:22:47 2019
Finished: 4 @ Mon Sep 2 15:22:47 2019
Calculating Entropy Mon Sep 2 15:22:47 2019
Lines of data : 4
Warning: The following feature(s) have only 1 value: 1-2
DB Entropy : 1.0000000
Number of Classes : 2
Feats Vals InfoGain GainRatio
1 1 0.0000000 0.0000000
2 1 0.0000000 0.0000000
Preparation took 0 seconds, 0 milliseconds and 87 microseconds
Feature Permutation based on GainRatio :
< 1, 2 >
Phase 2: Building multi index on Datafile: tests/bug44.train
Start: 0 @ Mon Sep 2 15:22:47 2019
Finished: 4 @ Mon Sep 2 15:22:47 2019
Phase 3: Learning from Datafile: tests/bug44.train
Start: 0 @ Mon Sep 2 15:22:47 2019
Finished: 4 @ Mon Sep 2 15:22:47 2019
Size of InstanceBase = 3 Nodes, (120 bytes), 0.00 % compression
Learning took 0 seconds, 0 milliseconds and 86 microseconds
Examine datafile 'tests/bug44.train' gave the following results:
Number of Features: 2
InputFormat : C4.5
Starting to test, Testfile: tests/bug44.train
Writing output in: bug44-4.out
Algorithm : TRIBL, q = 1
Global metric : Overlap
Deviant Feature Metrics:(none)
Weighting : GainRatio
Feature 1 : 0.000000000000000
Feature 2 : 0.000000000000000
Tested: 1 @ Mon Sep 2 15:22:47 2019
Tested: 2 @ Mon Sep 2 15:22:47 2019
Tested: 3 @ Mon Sep 2 15:22:47 2019
Tested: 4 @ Mon Sep 2 15:22:47 2019
Ready: 4 @ Mon Sep 2 15:22:47 2019
Seconds taken: 0.0001 (29197.08 p/s)
overall accuracy: 0.500000 (2/4), of which 4 exact matches
There were 4 ties of which 2 (50.00%) were correctly resolved
0,0,b,b { b 2.00000, a 2.00000 } 0.0000000000000
# k=1, 4 Neighbor(s) at distance: 0.0000000000000
# 0,0,{ b 2.00000, a 2.00000 }
0,0,a,b { b 2.00000, a 2.00000 } 0.0000000000000
# k=1, 4 Neighbor(s) at distance: 0.0000000000000
# 0,0,{ b 2.00000, a 2.00000 }
0,0,b,b { b 2.00000, a 2.00000 } 0.0000000000000
# k=1, 4 Neighbor(s) at distance: 0.0000000000000
# 0,0,{ b 2.00000, a 2.00000 }
0,0,a,b { b 2.00000, a 2.00000 } 0.0000000000000
# k=1, 4 Neighbor(s) at distance: 0.0000000000000
# 0,0,{ b 2.00000, a 2.00000 }
TiMBL 6.4.14 (c) CLST/ILK/CLIPS 1998 - 2019.
Tilburg Memory Based Learner
Centre for Language and Speech Technology, Radboud University
Induction of Linguistic Knowledge Research Group, Tilburg University
CLiPS Computational Linguistics Group, University of Antwerp
Mon Sep 2 15:22:47 2019
Examine datafile 'tests/bug44.train' gave the following results:
Number of Features: 2
InputFormat : C4.5
Phase 1: Reading Datafile: tests/bug44.train
Start: 0 @ Mon Sep 2 15:22:47 2019
Finished: 4 @ Mon Sep 2 15:22:47 2019
Calculating Entropy Mon Sep 2 15:22:47 2019
Lines of data : 4
Warning: The following feature(s) have only 1 value: 1-2
DB Entropy : 1.0000000
Number of Classes : 2
Feats Vals InfoGain GainRatio
1 1 0.0000000 0.0000000
2 1 0.0000000 0.0000000
Preparation took 0 seconds, 0 milliseconds and 109 microseconds
Feature Permutation based on GainRatio :
< 1, 2 >
Phase 2: Building multi index on Datafile: tests/bug44.train
Start: 0 @ Mon Sep 2 15:22:47 2019
Finished: 4 @ Mon Sep 2 15:22:47 2019
Phase 3: Learning from Datafile: tests/bug44.train
Start: 0 @ Mon Sep 2 15:22:47 2019
Finished: 4 @ Mon Sep 2 15:22:47 2019
Size of InstanceBase = 3 Nodes, (120 bytes), 0.00 % compression
Learning took 0 seconds, 0 milliseconds and 98 microseconds
Examine datafile 'tests/bug44.train' gave the following results:
Number of Features: 2
InputFormat : C4.5
Starting to test, Testfile: tests/bug44.train
Writing output in: bug44-5.out
Algorithm : TRIBL2
Global metric : Overlap
Deviant Feature Metrics:(none)
Weighting : GainRatio
Feature 1 : 0.000000000000000
Feature 2 : 0.000000000000000
Tested: 1 @ Mon Sep 2 15:22:47 2019
Tested: 2 @ Mon Sep 2 15:22:47 2019
Tested: 3 @ Mon Sep 2 15:22:47 2019
Tested: 4 @ Mon Sep 2 15:22:47 2019
Ready: 4 @ Mon Sep 2 15:22:47 2019
Seconds taken: 0.0001 (30075.19 p/s)
overall accuracy: 0.500000 (2/4), of which 4 exact matches
There were 4 ties of which 2 (50.00%) were correctly resolved
0,0,b,b { b 2.00000, a 2.00000 } 0.0000000000000
# k=1, 4 Neighbor(s) at distance: 0.0000000000000
# 0,0,b,{ b 2.00000, a 2.00000 }
0,0,a,b { b 2.00000, a 2.00000 } 0.0000000000000
# k=1, 4 Neighbor(s) at distance: 0.0000000000000
# 0,0,a,{ b 2.00000, a 2.00000 }
0,0,b,b { b 2.00000, a 2.00000 } 0.0000000000000
# k=1, 4 Neighbor(s) at distance: 0.0000000000000
# 0,0,b,{ b 2.00000, a 2.00000 }
0,0,a,b { b 2.00000, a 2.00000 } 0.0000000000000
# k=1, 4 Neighbor(s) at distance: 0.0000000000000
# 0,0,a,{ b 2.00000, a 2.00000 }