Run
10434992

Run 10434992

Task 168911 (Supervised Classification) jasmine Uploaded 24-12-2019 by Peng YU
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Flow

bsplitz.DecisionStumpClassifierV3(1)Decision Stump classifier V3 supports native nominal features
bsplitz.DecisionStumpClassifierV3(1)_default_feature_type"numerical"
bsplitz.DecisionStumpClassifierV3(1)_nominal_method"one_hot"
bsplitz.DecisionStumpClassifierV3(1)_non_default_feature_colmns"0,1,2,3,4,5,6,7,8,9,10,11,12,14,15,16,17,18,19,20,21,22,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,44,46,47,48,49,50,51,52,53,54,55,57,58,60,61,62,63,64,65,66,67,68,69,70,71,72,73,74,75,76,77,78,79,80,81,82,83,84,85,86,87,88,89,90,91,92,93,94,95,96,97,98,99,100,101,102,103,104,105,106,107,108,109,110,111,112,113,114,115,116,117,118,119,120,121,122,123,124,125,127,128,129,130,132,133,134,135,136,137,138,139,140,141,142,143,144"

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

18 Evaluation measures

Area under ROC curve
0.7497 ± 0.0233
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7493 ± 0.0276
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5255 ± 0.0466
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.3747 ± 0.0319
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3244 ± 0.0149
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Weighted recall
0.7627 ± 0.0233
Cross-validation details (10-fold Crossvalidation)
Number of instances
2984
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8342 ± 0.0121
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7627 ± 0.0233
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6489 ± 0.0298
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4028 ± 0.0135
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8056 ± 0.0269
Cross-validation details (10-fold Crossvalidation)
Unweighted recall
0.7627 ± 0.0233
Cross-validation details (10-fold Crossvalidation)