Run
10434989

Run 10434989

Task 168908 (Supervised Classification) christine 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"0,73,156,214,239,245,257,262,478,496,546,566,575,584,588,647,685,688,741,780,833,857,935,951,1005,1010,1048,1187,1229,1239,1240,1256,1260,1301,1356,1487,1586,1607"

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
0.4997
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4045
Per class
Kappa
-0.0004
KB relative information score
-0 ± 0
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.5 ± 0
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Weighted recall
0.4998 ± 0.0004
Cross-validation details (10-fold Crossvalidation)
Number of instances
5418
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4995
Per class
Predictive accuracy
0.4998 ± 0.0004
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5 ± 0
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1 ± 0
Cross-validation details (10-fold Crossvalidation)
Unweighted recall
0.4998
Cross-validation details (10-fold Crossvalidation)