Run
9190184

Run 9190184

Task 10104 (Supervised Classification) Smartphone-Based_Recognition_of_Human_Activities Uploaded 18-04-2018 by William Raynaut
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Flow

weka.kf.Bagging-JRip(1)A Weka KnowledgeFlow using Bagging-JRip.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
0.9944 ± 0.0073
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9172 ± 0.0563
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9 ± 0.0648
Cross-validation details (10-fold Crossvalidation)
KB relative information score
151.3589 ± 0.7121
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0671 ± 0.0129
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2778
Cross-validation details (10-fold Crossvalidation)
Number of instances
180
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9184 ± 0.045
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9167 ± 0.054
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.585
Cross-validation details (10-fold Crossvalidation)
Recall
0.9167 ± 0.054
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2417 ± 0.0463
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3727
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1528 ± 0.0244
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.41 ± 0.0656
Cross-validation details (10-fold Crossvalidation)