Program_img2ADTree_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/trees/ADTree.java' from WEKA's libraries. The following description was taken from this classes JavaDoc information:

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Class for generating an alternating decision tree. The basic algorithm is based on: Freund, Y., Mason, L.: The alternating decision tree learning algorithm. In: Proceeding of the Sixteenth International Conference on Machine Learning, Bled, Slovenia, 124-133, 1999. This version currently only supports two-class problems. The number of boosting iterations needs to be manually tuned to suit the dataset and the desired complexity/accuracy tradeoff. Induction of the trees has been optimized, and heuristic search methods have been introduced to speed learning.
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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 ADTree_weka_nominal 1-25 of 80 < > Action_refresh_blue
ID Program Dataset Tuned hyper. User Updated << Status Total time Memory Error
Run #15778 ADTree_weka_nominal CVExt2 no morph 99d13h ago done 24m1s 427M 0.102
Run #15747 ADTree_weka_nominal CarVana Extended no morph 100d9h ago done 14m51s 425M 0.102
Run #14543 ADTree_weka_nominal Synthetic 10% Density, Small, Few Labels no internal 208d17h ago failed 30s 413M
Run #14542 ADTree_weka_nominal Synthetic 10% Density, Small, Many Labels no internal 208d17h ago failed 24s 414M
Run #10249 ADTree_weka_nominal neut_1..02.tiny no internal 1y116d ago failed 5m22s 421M
Run #6374 ADTree_weka_nominal svmlight-example1 no internal 1y122d ago failed 25m45s 243M
Run #6379 ADTree_weka_nominal Dexter_train no internal 1y122d ago done 4m15s 236M 0.244
Run #6378 ADTree_weka_nominal jakefootball no internal 1y122d ago failed 1s 246M
Run #6377 ADTree_weka_nominal sample-dataset2 no internal 1y122d ago done 2s 22M 0.500
Run #6352 ADTree_weka_nominal musk-2 no internal 1y122d ago done 2m18s 230M 0.088
Run #6376 ADTree_weka_nominal sample-dataset no internal 1y122d ago done 1s 231M 0.500
Run #6375 ADTree_weka_nominal jake-lungcancer-copy no internal 1y122d ago failed 1s 27M
Run #6373 ADTree_weka_nominal lung-cancer no internal 1y122d ago failed 10s 230M
Run #6371 ADTree_weka_nominal breast-cancer-wisconsin no internal 1y122d ago done 1s 27M 0.052
Run #6372 ADTree_weka_nominal flags no internal 1y122d ago failed 1s 22M
Run #6370 ADTree_weka_nominal chess-krk no internal 1y122d ago failed 1s 247M
Run #6368 ADTree_weka_nominal horse-colic no internal 1y122d ago failed 1s 31M
Run #6369 ADTree_weka_nominal heart-disease-cleveland no internal 1y122d ago failed 1s 246M
Run #6367 ADTree_weka_nominal sonar no internal 1y122d ago done 10s 22M 0.145
Run #6365 ADTree_weka_nominal thyroid-allrep no internal 1y122d ago failed 1s 246M
Run #6366 ADTree_weka_nominal chess-krkp no internal 1y122d ago done 1s 31M 0.025
Run #6363 ADTree_weka_nominal postoperative-patient-data no internal 1y122d ago failed 1s 231M
Run #6364 ADTree_weka_nominal hayes-roth no internal 1y122d ago failed 1s 22M
Run #6362 ADTree_weka_nominal glass no internal 1y122d ago failed 1s 231M
Run #6361 ADTree_weka_nominal statlog-german no internal 1y122d ago done 8s 31M 0.313




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