Run
10434964

Run 10434964

Task 7593 (Supervised Classification) covertype 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"10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,49,50,51,52,53,54"

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.

16 Evaluation measures

Area under ROC curve
0.6314 ± 0.1062
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1472 ± 0.1796
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.0888 ± 0.1146
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1682 ± 0.0127
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.178 ± 0
Cross-validation details (10-fold Crossvalidation)
Weighted recall
0.5454 ± 0.0747
Cross-validation details (10-fold Crossvalidation)
Number of instances
581012
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5454 ± 0.0747
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.7387 ± 0
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9445 ± 0.0716
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2984 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.29 ± 0.011
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9721 ± 0.0369
Cross-validation details (10-fold Crossvalidation)
Unweighted recall
0.1702 ± 0.0354
Cross-validation details (10-fold Crossvalidation)