data> java weka.classifiers.vspace.ConjunctiveVersionSpace -t figure.arff -T figure.arff -v -P Initializing VersionSpace S = [[#,#,#]] G = [[?,?,?]] Instance: big,red,circle,positive S = [[big,red,circle]] G = [[?,?,?]] Instance: small,red,square,negative S = [[big,red,circle]] G = [[big,?,?], [?,?,circle]] Instance: small,red,circle,positive S = [[?,red,circle]] G = [[?,?,circle]] Instance: big,blue,circle,negative S = [[?,red,circle]] G = [[?,red,circle]] Version Space converged to a single hypothesis. Options: -P weka.classifiers.vspace.ConjunctiveVersionSpace@19298d === Error on test data === Correctly Classified Instances 4 100 % Incorrectly Classified Instances 0 0 % Kappa statistic 1 Mean absolute error 0 Root mean squared error 0 Relative absolute error 0 % Root relative squared error 0 % Total Number of Instances 4 === Confusion Matrix === a b <-- classified as 2 0 | a = positive 0 2 | b = negative data> java weka.classifiers.vspace.ConjunctiveVersionSpace -t figure2.arff -T figure2.arff -v -P Initializing VersionSpace S = [[#,#,#]] G = [[?,?,?]] Instance: big,red,circle,positive S = [[big,red,circle]] G = [[?,?,?]] Instance: small,blue,triangle,negative S = [[big,red,circle]] G = [[big,?,?], [?,red,?], [?,?,circle]] Instance: small,red,circle,positive S = [[?,red,circle]] G = [[?,red,?], [?,?,circle]] Instance: medium,green,square,negative S = [[?,red,circle]] G = [[?,red,?], [?,?,circle]] Options: -P weka.classifiers.vspace.ConjunctiveVersionSpace@19298d === Error on test data === Correctly Classified Instances 4 100 % Incorrectly Classified Instances 0 0 % Kappa statistic 1 Mean absolute error 0 Root mean squared error 0 Relative absolute error 0 % Root relative squared error 0 % Total Number of Instances 4 === Confusion Matrix === a b <-- classified as 2 0 | a = positive 0 2 | b = negative data> java weka.classifiers.vspace.ConjunctiveVersionSpace -t figure3.arff -T figure3.arff -v -P Initializing VersionSpace S = [[#,#,#]] G = [[?,?,?]] Instance: big,red,circle,positive S = [[big,red,circle]] G = [[?,?,?]] Instance: small,red,triangle,negative S = [[big,red,circle]] G = [[big,?,?], [?,?,circle]] Instance: small,red,circle,positive S = [[?,red,circle]] G = [[?,?,circle]] Instance: big,blue,circle,negative S = [[?,red,circle]] G = [[?,red,circle]] Version Space converged to a single hypothesis. Instance: small,green,circle,positive S = [] G = [] Language is insufficient to describe the concept. Options: -P weka.classifiers.vspace.ConjunctiveVersionSpace@19298d === Error on test data === Correctly Classified Instances 2 40 % Incorrectly Classified Instances 3 60 % Kappa statistic 0 Mean absolute error 0.6 Root mean squared error 0.7746 Relative absolute error 123.5294 % Root relative squared error 157.8457 % Total Number of Instances 5 === Confusion Matrix === a b <-- classified as 0 3 | a = positive 0 2 | b = negative data> java weka.classifiers.vspace.ConjunctiveVersionSpace -t figure4.arff -T figure4.arff -v -P Initializing VersionSpace S = [[#,#,#]] G = [[?,?,?]] Instance: small,red,square,negative S = [[#,#,#]] G = [[medium,?,?], [big,?,?], [?,blue,?], [?,green,?], [?,?,circle], [?,?,triangle]] Instance: big,blue,circle,negative S = [[#,#,#]] G = [[medium,?,?], [?,green,?], [?,?,triangle], [big,red,?], [big,?,square], [small,blue,?], [?,blue,square], [small,?,circle], [?,red,circle]] Instance: big,red,circle,positive S = [[big,red,circle]] G = [[big,red,?], [?,red,circle]] Instance: small,red,circle,positive S = [[?,red,circle]] G = [[?,red,circle]] Version Space converged to a single hypothesis. Options: -P weka.classifiers.vspace.ConjunctiveVersionSpace@19298d === Error on test data === Correctly Classified Instances 4 100 % Incorrectly Classified Instances 0 0 % Kappa statistic 1 Mean absolute error 0 Root mean squared error 0 Relative absolute error 0 % Root relative squared error 0 % Total Number of Instances 4 === Confusion Matrix === a b <-- classified as 2 0 | a = positive 0 2 | b = negative www> java weka.classifiers.meta.MultiClassClassifier -W weka.classifiers.vspace.ConjunctiveVersionSpace -t ~/cs391L-code/weka/data/soybean-reduced.arff -- -R PN Code: 1 0 0 0 0 1 0 0 0 0 1 0 0 0 0 1 Code: 1 0 0 0 0 1 0 0 0 0 1 0 0 0 0 1 Code: 1 0 0 0 0 1 0 0 0 0 1 0 0 0 0 1 Code: 1 0 0 0 0 1 0 0 0 0 1 0 0 0 0 1 Code: 1 0 0 0 0 1 0 0 0 0 1 0 0 0 0 1 Code: 1 0 0 0 0 1 0 0 0 0 1 0 0 0 0 1 Code: 1 0 0 0 0 1 0 0 0 0 1 0 0 0 0 1 Code: 1 0 0 0 0 1 0 0 0 0 1 0 0 0 0 1 Code: 1 0 0 0 0 1 0 0 0 0 1 0 0 0 0 1 Code: 1 0 0 0 0 1 0 0 0 0 1 0 0 0 0 1 Code: 1 0 0 0 0 1 0 0 0 0 1 0 0 0 0 1 Options: -W weka.classifiers.vspace.ConjunctiveVersionSpace -- -R PN MultiClassClassifier Classifier 1, using indicator values: Strings: 1 Invert: false Cols: 1 weka.classifiers.vspace.ConjunctiveVersionSpace@efd552 Classifier 2, using indicator values: Strings: 2 Invert: false Cols: 2 weka.classifiers.vspace.ConjunctiveVersionSpace@19dfbff Classifier 3, using indicator values: Strings: 3 Invert: false Cols: 3 weka.classifiers.vspace.ConjunctiveVersionSpace@10b4b2f Classifier 4, using indicator values: Strings: 4 Invert: false Cols: 4 weka.classifiers.vspace.ConjunctiveVersionSpace@750159 Time taken to build model: 1.61 seconds Time taken to test model on training data: 0.03 seconds === Error on training data === Correctly Classified Instances 68 100 % Incorrectly Classified Instances 0 0 % Kappa statistic 1 Mean absolute error 0.3 Root mean squared error 0.3464 Relative absolute error 80 % Root relative squared error 80 % Total Number of Instances 68 === Confusion Matrix === a b c d <-- classified as 17 0 0 0 | a = ALTERNARIA 0 17 0 0 | b = ANTHRACNOSE 0 0 17 0 | c = BACT_PUSTULE 0 0 0 17 | d = BROWN_STEM === Stratified cross-validation === Correctly Classified Instances 68 100 % Incorrectly Classified Instances 0 0 % Kappa statistic 1 Mean absolute error 0.3006 Root mean squared error 0.3472 Relative absolute error 79.9644 % Root relative squared error 79.9691 % Total Number of Instances 68 === Confusion Matrix === a b c d <-- classified as 17 0 0 0 | a = ALTERNARIA 0 17 0 0 | b = ANTHRACNOSE 0 0 17 0 | c = BACT_PUSTULE 0 0 0 17 | d = BROWN_STEM