Run
10434958

Run 10434958

Task 1 (Supervised Classification) anneal 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"0,1,2,5,6,7,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,35,36,37,38"

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.

15 Evaluation measures

Area under ROC curve
0.6574 ± 0.0103
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4347 ± 0.0219
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.3231 ± 0.0166
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0944 ± 0.0013
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1343 ± 0.0012
Cross-validation details (10-fold Crossvalidation)
Weighted recall
0.8363 ± 0.0048
Cross-validation details (10-fold Crossvalidation)
Number of instances
898
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8363 ± 0.0048
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.1915 ± 0.0248
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7026 ± 0.0105
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2582 ± 0.0024
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2172 ± 0.0029
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8412 ± 0.0108
Cross-validation details (10-fold Crossvalidation)