Run
10417285

Run 10417285

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

weka.kf.AdaBoostM1-IBk5(1)A Weka KnowledgeFlow using AdaBoostM1-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
0.7819 ± 0.1112
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8451 ± 0.0493
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4943 ± 0.1559
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.3592 ± 0.1746
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1834 ± 0.0435
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
0.8436 ± 0.0487
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8543 ± 0.0499
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.724 ± 0.0065
Cross-validation details (10-fold Crossvalidation)
Recall
0.8543 ± 0.0499
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5678 ± 0.1352
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
0.3622 ± 0.0675
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9039 ± 0.1689
Cross-validation details (10-fold Crossvalidation)