Run
8864325

Run 8864325

Task 10104 (Supervised Classification) Smartphone-Based_Recognition_of_Human_Activities Uploaded 27-02-2018 by William Raynaut
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.kf.Bagging-NaiveBayes(1)A Weka KnowledgeFlow using Bagging-NaiveBayes.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
0.9832
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9222
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9067
Cross-validation details (10-fold Crossvalidation)
KB relative information score
161.5945
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0374
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
0.9264
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9222
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.585
Cross-validation details (10-fold Crossvalidation)
Recall
0.9222
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1347
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3727
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1586
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4257
Cross-validation details (10-fold Crossvalidation)