Run
10417158

Run 10417158

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

weka.kf.AttributeSelection-BestFirst-CfsSubsetEval-Standardize-IBk5(1)A Weka KnowledgeFlow using AttributeSelection-BestFirst-CfsSubsetEval-Standardize-IBk5.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
0.8271 ± 0.0654
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7541 ± 0.0779
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4607 ± 0.1752
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.3551 ± 0.0988
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2942 ± 0.0421
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
0.7538 ± 0.0802
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7545 ± 0.0718
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9364 ± 0.0126
Cross-validation details (10-fold Crossvalidation)
Recall
0.7545 ± 0.0718
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6437 ± 0.0918
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
0.4068 ± 0.0429
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8513 ± 0.0887
Cross-validation details (10-fold Crossvalidation)