Run
10417301

Run 10417301

Task 190405 (Supervised Classification) epiparo_extract Uploaded 23-10-2019 by Gabriel Ferrettini
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Flow

weka.kf.HoeffdingTree(1)A Weka KnowledgeFlow using HoeffdingTree.kf

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.

17 Evaluation measures

Area under ROC curve
0.8402 ± 0.0751
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.789 ± 0.094
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5489 ± 0.1835
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.468 ± 0.172
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2393 ± 0.073
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.457 ± 0.0042
Cross-validation details (10-fold Crossvalidation)
Number of instances
224
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7984 ± 0.0816
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7857 ± 0.0935
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9364 ± 0.0126
Cross-validation details (10-fold Crossvalidation)
Recall
0.7857 ± 0.0935
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5238 ± 0.1581
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4778 ± 0.0044
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4408 ± 0.0922
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9225 ± 0.191
Cross-validation details (10-fold Crossvalidation)