Run
10417147

Run 10417147

Task 190402 (Supervised Classification) stress Uploaded 23-10-2019 by Gabriel Ferrettini
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Flow

weka.kf.AdaBoostM1-SMO(1)A Weka KnowledgeFlow using AdaBoostM1-SMO.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
0.9085 ± 0.0847
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8815 ± 0.0668
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6225 ± 0.2084
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.5852 ± 0.2572
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1172 ± 0.0687
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.323 ± 0.002
Cross-validation details (10-fold Crossvalidation)
Number of instances
199
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8801 ± 0.0595
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8844 ± 0.0668
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.724 ± 0.0065
Cross-validation details (10-fold Crossvalidation)
Recall
0.8844 ± 0.0668
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3629 ± 0.213
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4008 ± 0.0024
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2956 ± 0.1271
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7377 ± 0.317
Cross-validation details (10-fold Crossvalidation)