********** RUNNING EFFORT SETS ********** ****** 5-fold xval ******** arff/albrecht.arff [0.65833333333333333, 0.68954248366013071, 0.91803278688524592, 0.5781990521327014, 1.4097778351847068] 0.68954248366 arff/china.arff [0.82294685990338168, 0.80530612244897959, 0.71728395061728401, 0.82485875706214684, 0.82859070393869372] 0.822946859903 arff/coc81.arff [0.94464597902097902, 0.96020777925531919, 0.88212912117963649, 0.84565217391304348, 0.875] 0.88212912118 arff/cocomo_sdr.arff [0.75, 0.83333333333333337, 0.71666666666666656, 0.8614718614718615, 1.7545454545454546] 0.833333333333 arff/desharnais_1_1.arff [0.0, 0.0, 0.0, 0.0, 0.5] 0.0 arff/finnish.arff [0.10066681115124537, 0.19853237349987538, 0.18330693822984309, 0.12117970677702179, 0.20143500779595697] 0.18330693823 arff/kemerer.arff [0.70269653192434034, 1.5856749925661611, 0.52375913450034051, 0.67203085609372848, 0.84008215050733837] 0.702696531924 arff/maxwell.arff [0.5670802919708029, 0.74589201877934275, 0.68812581812581808, 0.73763794674496308, 0.71084070451650572] 0.710840704517 arff/nasa93.arff [0.82638321995464858, 0.94226923076923075, 0.81375893437296942, 0.89189189189189189, 0.90935251798561156] 0.891891891892 arff/telecom1.arff [0.86490048492494076, 0.80046030027755166, 0.55365187835742935, 0.91505048886039431, 1.6831031681559709] 0.864900484925 ********** 10-fold xval ********** arff/albrecht.arff [2.2288135593220337, 0.60526315789473684, 0.845703125, 0.625, 0.92334414080592864, 2.1361748633879785, 0.47041666666666671, 0.53630912724850099, 0.80183440563725494, 0.93541666666666667] 0.884523632903 arff/china.arff [0.82426778242677823, 0.79616384915474647, 0.84227030417058635, 0.82683769116921557, 0.79955207166853304, 0.81252662974009371, 0.82055873925501432, 0.82329149232914922, 0.79238754325259519, 0.76331129587575997] 0.821925115792 arff/coc81.arff [0.86609941782355571, 0.87840670859538783, 1.3443683409436833, 0.91651205936920221, 0.89458689458689455, 10.011494252873563, 0.89156626506024095, 0.97499999999999998, 20.797323135755256, 4.8037825059101653] 1.15968417047 arff/cocomo_sdr.arff [0.77777777777777779, 0.75555555555555554, 0.55555555555555558, 0.77272727272727271, 0.53333333333333333, 0.81818181818181823, 6.333333333333333, 0.75, 0.5, 0.79545454545454541] 0.775252525253 arff/desharnais_1_1.arff [0.5, 0.5, 0.0, 0.5, 0.5, 0.5, 0.0, 0.5, 0.5, 0.0] 0.5 arff/finnish.arff [0.12008093486193343, 0.27230661700578651, 0.19369731367596565, 0.12758896295302746, 0.15146131993930395, 0.099328694038040344, 0.11917660684952891, 0.09811323093192284, 0.17673710062075432, 0.19530963222245085] 0.16409921028 arff/kemerer.arff [0.63589076723016902, 0.66585662211421626, 0.79214986619090089, 1.1284482758620691, 1.6547756041426924, 0.61465382289846193, 0.5349085723593936, 0.54088916714926472, 1.3383736470214622, 0.83708932351115262] 0.814619594851 arff/maxwell.arff [0.67069767441860462, 0.68383561643835622, 0.86822407045009786, 0.89544740043280169, 0.92496545166915078, 0.89203877948543098, 0.75405405405405412, 0.87507675232558002, 2.1307563025210086, 0.73451318088435769] 0.883557765906 arff/nasa93.arff [0.98999999999999999, 0.95192307692307687, 0.82500000000000007, 0.94903703703703701, 0.96653588804219881, 0.9183641536273115, 0.90027717030439991, 0.87780047408073281, 0.98398530109056437, 0.82235849056603771] 0.95048005698 arff/telecom1.arff [1.7847405664902614, 0.79400441741632144, 0.65124355089848285, 0.71623965598027794, 0.76706155822474309, 0.73387474909864681, 1.4395901479077726, 1.7446046188044477, 1.1316321674994052, 0.53087591037196191] 0.962818292458 *********** loo ************* arff/albrecht.arff 0.721976074435 arff/china.arff 0.794205495818 arff/coc81.arff 0.876859504132 arff/cocomo_sdr.arff 0.760454545455 arff/desharnais_1_1.arff 0.0 arff/finnish.arff 0.143505912274 arff/kemerer.arff 0.63589076723 arff/maxwell.arff 0.799304302492 arff/nasa93.arff 0.866666666667 arff/telecom1.arff 0.920437273874 ********** RUNNING DEFECT SETS ********** ****** 5-fold xval ******** arff/defect/ar3.arff pd [0.33333333333333331, 0.16666666666666666, 0.0, 0.0, 0.14285714285714285] PF [0.090909090909090912, 0.11363636363636363, 0.18181818181818182, 0.18181818181818182, 0.045454545454545456] Harmonic Means [0.48780487804878042, 0.2805755395683453, 0.0, 0.0, 0.24852071005917159] arff/defect/ar4.arff pd [0.1875, 0.125, 0.25, 0.125, 0.125] PF [0.21739130434782608, 0.2608695652173913, 0.10000000000000001, 0.31428571428571428, 0.17142857142857143] Harmonic Means [0.30252100840336138, 0.21383647798742139, 0.39130434782608697, 0.21145374449339208, 0.21722846441947566] arff/defect/ar5.arff pd [0.0, 0.0, 0.14285714285714285, 0.33333333333333331, 0.5] PF [0.27272727272727271, 0.22727272727272727, 0.22727272727272727, 0.21739130434782608, 0.13043478260869565] Harmonic Means [0.0, 0.0, 0.24113475177304966, 0.46753246753246747, 0.634920634920635] arff/defect/jm1.arff