Program_img2ConjunctiveRule_weka_nominal
This programs is part of the WEKA classifier library. The code used to generate this program is from the java class 'weka/classifiers/rules/ConjunctiveRule.java' from WEKA's libraries. The following description was taken from this classes JavaDoc information:

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This class implements a single conjunctive rule learner that can predict for numeric and nominal class labels. A rule consists of antecedents "AND"ed together and the consequent (class value) for the classification/regression. In this case, the consequent is the distribution of the available classes (or mean for a numeric value) in the dataset. If the test instance is not covered by this rule, then it's predicted using the default class distributions/value of the data not covered by the rule in the training data.This learner selects an antecedent by computing the Information Gain of each antecendent and prunes the generated rule using Reduced Error Prunning (REP) or simple pre-pruning based on the number of antecedents. For classification, the Information of one antecedent is the weighted average of the entropies of both the data covered and not covered by the rule. For regression, the Information is the weighted average of the mean-squared errors of both the data covered and not covered by the rule. In pruning, weighted average of the accuracy rates on the pruning data is used for classification while the weighted average of the mean-squared errors on the pruning data is used for regression.
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NOTE: This algorithm has no parameter tuning, it is using the default WEKA parameters

NOTE: WEKA's Classifiers read a data in the .arff format. For Multiclass datasets, the SVMlight format converted to .arff multiclass format so they can be read by WEKA programs
MulticlassClassification
internal
18M
checked
open
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Existing runs on ConjunctiveRule_weka_nominal 1-25 of 80 < > Action_refresh_blue
ID Program Dataset Tuned hyper. User Updated << Status Total time Memory Error
Run #15746 ConjunctiveRule_weka_nominal CarVana Extended no morph 100d10h ago done 4m5s 427M 0.106
Run #14537 ConjunctiveRule_weka_nominal Synthetic 10% Density, Small, Few Labels no internal 208d17h ago done 26s 405M 0.449
Run #14536 ConjunctiveRule_weka_nominal Synthetic 10% Density, Small, Many Labels no internal 208d17h ago done 25s 413M 0.756
Run #12056 ConjunctiveRule_weka_nominal Yahoo Search Suggestions Network Data no pmc8p 279d9h ago failed 3m17s 416M
Run #10240 ConjunctiveRule_weka_nominal neut_1..02.tiny no internal 1y116d ago done 29m30s 422M 0.009
Run #5701 ConjunctiveRule_weka_nominal isolet no internal 1y122d ago done 7m48s 363M 0.923
Run #5761 ConjunctiveRule_weka_nominal svmlight-example1 no internal 1y122d ago failed 40s 244M
Run #5766 ConjunctiveRule_weka_nominal Dexter_train no internal 1y122d ago done 9s 37M 0.344
Run #5765 ConjunctiveRule_weka_nominal jakefootball no internal 1y122d ago done 15s 231M 0.582
Run #5763 ConjunctiveRule_weka_nominal sample-dataset no internal 1y122d ago done 2s 231M 1
Run #5764 ConjunctiveRule_weka_nominal sample-dataset2 no internal 1y122d ago done 1s 246M 1
Run #5762 ConjunctiveRule_weka_nominal jake-lungcancer-copy no internal 1y122d ago done 9s 231M 0.800
Run #5760 ConjunctiveRule_weka_nominal lung-cancer no internal 1y122d ago done 2s 247M 0.800
Run #5759 ConjunctiveRule_weka_nominal flags no internal 1y122d ago done 9s 231M 0.534
Run #5758 ConjunctiveRule_weka_nominal breast-cancer-wisconsin no internal 1y122d ago done 15s 31M 0.110
Run #5755 ConjunctiveRule_weka_nominal horse-colic no internal 1y122d ago done 1s 13M 0.299
Run #5756 ConjunctiveRule_weka_nominal heart-disease-cleveland no internal 1y122d ago done 1s 229M 0.440
Run #5757 ConjunctiveRule_weka_nominal chess-krk no internal 1y122d ago done 1s 31M 0.786
Run #5754 ConjunctiveRule_weka_nominal sonar no internal 1y122d ago done 9s 31M 0.371
Run #5753 ConjunctiveRule_weka_nominal chess-krkp no internal 1y122d ago done 1s 21M 0.334
Run #5752 ConjunctiveRule_weka_nominal thyroid-allrep no internal 1y122d ago done 1s 247M 0.038
Run #5751 ConjunctiveRule_weka_nominal hayes-roth no internal 1y122d ago done 9s 231M 0.525
Run #5746 ConjunctiveRule_weka_nominal connect-4 no internal 1y122d ago done 14s 233M 0.340
Run #5748 ConjunctiveRule_weka_nominal statlog-german no internal 1y122d ago done 1s 31M 0.313
Run #5749 ConjunctiveRule_weka_nominal glass no internal 1y122d ago done 1s 231M 0.531




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