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apitest.ok
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Current Experiment Settings :
ALL_WEIGHTS : false
BEAM_SIZE : 0
BIN_SIZE : 20
CLIP_FACTOR : 10
DECAY : Z
DECAYPARAM_A : 1.00000
DECAYPARAM_B : 1.00000
DO_DIVERSIFY : false
DO_SILLY : false
DO_SLOPPY_LOO : false
EXACT_MATCH : false
EXEMPLAR_WEIGHTS : false
FLENGTH : 0
GLOBAL_METRIC : O
HANDLE_OCCURRENCES : 0
HASHED_TREE : true
IB2_OFFSET : 0
IG_THRESHOLD : 1000
IGNORE_EXEMPLAR_WEIGHTS : true
INPUTFORMAT : Unknown
KEEP_DISTRIBUTIONS : false
MAXBESTS : 500
METRICS :
MVD_LIMIT : 1
NEIGHBORS : 1
NO_EXEMPLAR_WEIGHTS_TEST : true
NORM_FACTOR : 1.00000
NORMALISATION : None
PROGRESS : 100000
SEED : -1
TARGET_POS : 18446744073709551615
TREE_ORDER : Unknown
TRIBL_OFFSET : 0
VERBOSITY : F+DI
WEIGHTING : x2
Examine datafile 'dimin.train' gave the following results:
Number of Features: 12
InputFormat : C4.5
-test1-Phase 1: Reading Datafile: dimin.train
-test1-Start: 0 @ Mon Nov 7 14:43:31 2022
-test1-Finished: 2999 @ Mon Nov 7 14:43:31 2022
-test1-Calculating Entropy Mon Nov 7 14:43:31 2022
Lines of data : 2999
DB Entropy : 1.6178929
Number of Classes : 5
Feats Vals X-square Variance InfoGain GainRatio
1 3 128.41828 0.021410184 0.030971064 0.024891536
2 50 364.75812 0.030406645 0.060860038 0.027552191
3 19 212.29804 0.017697402 0.039562857 0.018676787
4 37 449.83823 0.037499019 0.052541227 0.052620750
5 3 288.87218 0.048161417 0.074523225 0.047699231
6 61 415.64113 0.034648310 0.10604433 0.024471911
7 20 501.33465 0.041791818 0.12348668 0.034953203
8 69 367.66021 0.030648567 0.097198760 0.043983864
9 2 169.36962 0.056475363 0.045752381 0.046816705
10 64 914.61906 0.076243669 0.21388759 0.042844587
11 18 2807.0418 0.23399815 0.66970458 0.18507018
12 43 7160.3682 0.59689631 1.2780762 0.32537181
-test1-Preparation took 0 seconds, 13 milliseconds and 677 microseconds
Feature Permutation based on Chi-Squared :
< 12, 11, 10, 7, 4, 6, 8, 2, 5, 3, 9, 1 >
-test1-Phase 2: Building multi index on Datafile: dimin.train
-test1-Start: 0 @ Mon Nov 7 14:43:31 2022
-test1-Finished: 2999 @ Mon Nov 7 14:43:31 2022
-test1-
Phase 3: Learning from Datafile: dimin.train
-test1-Start: 0 @ Mon Nov 7 14:43:31 2022
-test1-Finished: 2999 @ Mon Nov 7 14:43:31 2022
Size of InstanceBase = 148 Nodes, (5920 bytes), 99.61 % compression
-test1-Learning took 0 seconds, 38 milliseconds and 247 microseconds
Examine datafile 'dimin.test' gave the following results:
Number of Features: 12
InputFormat : C4.5
Starting to test, Testfile: dimin.test
Writing output in: my_first_test.out
Algorithm : IGTree
Weighting : Chi-square
Feature 1 : 128.418283576224439
Feature 2 : 364.758115277811896
Feature 3 : 212.298037236345095
Feature 4 : 449.838231470681876
Feature 5 : 288.872176256387263
Feature 6 : 415.641126446691771
Feature 7 : 501.334653478280984
Feature 8 : 367.660212489714240
Feature 9 : 169.369615106487458
Feature 10 : 914.619058199288816
Feature 11 : 2807.041753278295346
Feature 12 : 7160.368151902808677
-test1-Tested: 1 @ Mon Nov 7 14:43:31 2022
-test1-Tested: 2 @ Mon Nov 7 14:43:31 2022
-test1-Tested: 3 @ Mon Nov 7 14:43:31 2022
-test1-Tested: 4 @ Mon Nov 7 14:43:31 2022
-test1-Tested: 5 @ Mon Nov 7 14:43:31 2022
-test1-Tested: 6 @ Mon Nov 7 14:43:31 2022
-test1-Tested: 7 @ Mon Nov 7 14:43:31 2022
-test1-Tested: 8 @ Mon Nov 7 14:43:31 2022
-test1-Tested: 9 @ Mon Nov 7 14:43:31 2022
-test1-Tested: 10 @ Mon Nov 7 14:43:31 2022
-test1-Tested: 100 @ Mon Nov 7 14:43:31 2022
-test1-Ready: 950 @ Mon Nov 7 14:43:31 2022
Seconds taken: 0.0084 (113745.21 p/s)
overall accuracy: 0.962105 (914/950)
Examine datafile 'dimin.test' gave the following results:
Number of Features: 12
InputFormat : C4.5
Warning:-test1-Metric must be Overlap for IGTree test.
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