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Speeding up Algorithm Selection via Meta-learning and Active Testing

Speeding up Algorithm Selection via Meta-learning and Active Testing

Created 21-11-2016 by Jan van Rijn Visibility: public
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Learning Curve on anneal
316 runs0 likes0 downloads0 reach57 impact
uploader_id : 1 - estimation_procedure : 10-fold Learning Curve - evaluation_measures : predictive_accuracy - number_samples : 9 - target_feature : class - reuse : 57
Learning Curve on kr-vs-kp
370 runs0 likes0 downloads0 reach104 impact
uploader_id : 1 - estimation_procedure : 10-fold Learning Curve - evaluation_measures : predictive_accuracy - number_samples : 12 - target_feature : class - reuse : 104
Learning Curve on letter
203 runs0 likes0 downloads0 reach42 impact
uploader_id : 1 - estimation_procedure : 10-fold Learning Curve - evaluation_measures : predictive_accuracy - number_samples : 18 - target_feature : class - reuse : 42
Learning Curve on mfeat-factors
337 runs0 likes0 downloads0 reach76 impact
uploader_id : 1 - estimation_procedure : 10-fold Learning Curve - evaluation_measures : predictive_accuracy - number_samples : 11 - target_feature : class - reuse : 76
Learning Curve on mfeat-pixel
323 runs0 likes0 downloads0 reach72 impact
uploader_id : 1 - estimation_procedure : 10-fold Learning Curve - evaluation_measures : predictive_accuracy - number_samples : 11 - target_feature : class - reuse : 72
Learning Curve on car
322 runs0 likes0 downloads0 reach56 impact
uploader_id : 1 - estimation_procedure : 10-fold Learning Curve - evaluation_measures : predictive_accuracy - number_samples : 11 - target_feature : class - reuse : 56
Learning Curve on mushroom
364 runs0 likes0 downloads0 reach101 impact
uploader_id : 1 - estimation_procedure : 10-fold Learning Curve - evaluation_measures : predictive_accuracy - number_samples : 15 - target_feature : class - reuse : 101
Learning Curve on nursery
169 runs0 likes0 downloads0 reach43 impact
uploader_id : 1 - estimation_procedure : 10-fold Learning Curve - evaluation_measures : predictive_accuracy - number_samples : 17 - target_feature : class - reuse : 43
Learning Curve on optdigits
304 runs0 likes0 downloads0 reach64 impact
uploader_id : 1 - estimation_procedure : 10-fold Learning Curve - evaluation_measures : predictive_accuracy - number_samples : 14 - target_feature : class - reuse : 64
Learning Curve on pendigits
207 runs0 likes0 downloads0 reach43 impact
uploader_id : 1 - estimation_procedure : 10-fold Learning Curve - evaluation_measures : predictive_accuracy - number_samples : 16 - target_feature : class - reuse : 43
Learning Curve on cylinder-bands
0 runs0 likes0 downloads0 reach0 impact
uploader_id : 1 - estimation_procedure : 10-fold Learning Curve - evaluation_measures : predictive_accuracy - number_samples : 7 - target_feature : band_type
Learning Curve on soybean
318 runs0 likes0 downloads0 reach64 impact
uploader_id : 1 - estimation_procedure : 10-fold Learning Curve - evaluation_measures : predictive_accuracy - number_samples : 8 - target_feature : class - reuse : 64
Learning Curve on spambase
374 runs0 likes0 downloads0 reach112 impact
uploader_id : 1 - estimation_procedure : 10-fold Learning Curve - evaluation_measures : predictive_accuracy - number_samples : 14 - target_feature : class - reuse : 112
Learning Curve on splice
46 runs0 likes0 downloads0 reach0 impact
uploader_id : 1 - estimation_procedure : 10-fold Learning Curve - evaluation_measures : predictive_accuracy - number_samples : 12 - target_feature : Class
Learning Curve on vowel
288 runs0 likes0 downloads0 reach62 impact
uploader_id : 1 - estimation_procedure : 10-fold Learning Curve - evaluation_measures : predictive_accuracy - number_samples : 9 - target_feature : Class - reuse : 62
Learning Curve on waveform-5000
326 runs0 likes0 downloads0 reach66 impact
uploader_id : 1 - estimation_procedure : 10-fold Learning Curve - evaluation_measures : predictive_accuracy - number_samples : 14 - target_feature : class - reuse : 66
Learning Curve on electricity
296 runs0 likes0 downloads0 reach126 impact
uploader_id : 1 - estimation_procedure : 10-fold Learning Curve - evaluation_measures : predictive_accuracy - number_samples : 20 - target_feature : class - reuse : 126
Learning Curve on solar-flare
300 runs0 likes1 downloads1 reach78 impact
uploader_id : 1 - estimation_procedure : 10-fold Learning Curve - evaluation_measures : predictive_accuracy - number_samples : 9 - target_feature : X-class_flares_production_by_this_region - reuse : 78
Learning Curve on adult
276 runs0 likes1 downloads1 reach137 impact
uploader_id : 1 - estimation_procedure : 10-fold Learning Curve - evaluation_measures : predictive_accuracy - number_samples : 20 - target_feature : class - reuse : 137
Learning Curve on satimage
368 runs0 likes0 downloads0 reach105 impact
uploader_id : 1 - estimation_procedure : 10-fold Learning Curve - evaluation_measures : predictive_accuracy - number_samples : 14 - target_feature : class - reuse : 105
Learning Curve on kropt
215 runs0 likes0 downloads0 reach98 impact
uploader_id : 1 - estimation_procedure : 10-fold Learning Curve - evaluation_measures : predictive_accuracy - number_samples : 19 - target_feature : game - reuse : 98
Learning Curve on mfeat-morphological
314 runs0 likes0 downloads0 reach60 impact
uploader_id : 1 - estimation_procedure : 10-fold Learning Curve - evaluation_measures : predictive_accuracy - number_samples : 11 - target_feature : class - reuse : 60
Learning Curve on breast-w
355 runs0 likes1 downloads1 reach102 impact
uploader_id : 1 - estimation_procedure : 10-fold Learning Curve - evaluation_measures : predictive_accuracy - number_samples : 8 - target_feature : Class - reuse : 102
Learning Curve on balance-scale
306 runs0 likes0 downloads0 reach53 impact
uploader_id : 1 - estimation_procedure : 10-fold Learning Curve - evaluation_measures : predictive_accuracy - number_samples : 8 - target_feature : class - reuse : 53
Learning Curve on vehicle
313 runs0 likes0 downloads0 reach55 impact
uploader_id : 1 - estimation_procedure : 10-fold Learning Curve - evaluation_measures : predictive_accuracy - number_samples : 9 - target_feature : Class - reuse : 55
Learning Curve on tic-tac-toe
384 runs0 likes0 downloads0 reach118 impact
uploader_id : 1 - estimation_procedure : 10-fold Learning Curve - evaluation_measures : predictive_accuracy - number_samples : 9 - target_feature : Class - reuse : 118
Learning Curve on eucalyptus
359 runs0 likes0 downloads0 reach97 impact
uploader_id : 1 - estimation_procedure : 10-fold Learning Curve - evaluation_measures : predictive_accuracy - number_samples : 8 - target_feature : Utility - reuse : 97
Learning Curve on segment
318 runs0 likes0 downloads0 reach58 impact
uploader_id : 1 - estimation_procedure : 10-fold Learning Curve - evaluation_measures : predictive_accuracy - number_samples : 12 - target_feature : class - reuse : 58
Learning Curve on diabetes
368 runs0 likes0 downloads0 reach109 impact
uploader_id : 1 - estimation_procedure : 10-fold Learning Curve - evaluation_measures : predictive_accuracy - number_samples : 8 - target_feature : class - reuse : 109
Learning Curve on cmc
303 runs0 likes0 downloads0 reach54 impact
uploader_id : 1 - estimation_procedure : 10-fold Learning Curve - evaluation_measures : predictive_accuracy - number_samples : 10 - target_feature : Contraceptive_method_used - reuse : 54
Learning Curve on credit-approval
354 runs0 likes0 downloads0 reach107 impact
uploader_id : 1 - estimation_procedure : 10-fold Learning Curve - evaluation_measures : predictive_accuracy - number_samples : 8 - target_feature : class - reuse : 107
Learning Curve on page-blocks
292 runs0 likes0 downloads0 reach62 impact
uploader_id : 1 - estimation_procedure : 10-fold Learning Curve - evaluation_measures : predictive_accuracy - number_samples : 14 - target_feature : class - reuse : 62
Learning Curve on abalone
372 runs0 likes1 downloads1 reach100 impact
uploader_id : 1 - estimation_procedure : 10-fold Learning Curve - evaluation_measures : predictive_accuracy - number_samples : 13 - target_feature : Class_number_of_rings - reuse : 100
Learning Curve on yeast
334 runs0 likes0 downloads0 reach102 impact
uploader_id : 1 - estimation_procedure : 10-fold Learning Curve - evaluation_measures : predictive_accuracy - number_samples : 10 - target_feature : class_protein_localization - reuse : 102
Learning Curve on baseball
0 runs0 likes0 downloads0 reach0 impact
uploader_id : 1 - estimation_procedure : 10-fold Learning Curve - evaluation_measures : predictive_accuracy - number_samples : 10 - target_feature : Hall_of_Fame
Learning Curve on mfeat-karhunen
317 runs0 likes0 downloads0 reach55 impact
uploader_id : 1 - estimation_procedure : 10-fold Learning Curve - evaluation_measures : predictive_accuracy - number_samples : 11 - target_feature : class - reuse : 55
Learning Curve on mfeat-fourier
319 runs0 likes0 downloads0 reach55 impact
uploader_id : 1 - estimation_procedure : 10-fold Learning Curve - evaluation_measures : predictive_accuracy - number_samples : 11 - target_feature : class - reuse : 55
Learning Curve on mfeat-zernike
318 runs0 likes1 downloads1 reach62 impact
uploader_id : 1 - estimation_procedure : 10-fold Learning Curve - evaluation_measures : predictive_accuracy - number_samples : 11 - target_feature : class - reuse : 62
Learning Curve on credit-g
353 runs0 likes1 downloads1 reach104 impact
uploader_id : 1 - estimation_procedure : 10-fold Learning Curve - evaluation_measures : predictive_accuracy - number_samples : 9 - target_feature : class - reuse : 104