Run
8864330

Run 8864330

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.RandomForest(1)A Weka KnowledgeFlow using RandomForest.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
0.998
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9609
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9533
Cross-validation details (10-fold Crossvalidation)
KB relative information score
144.2009
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0936
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
0.9618
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9611
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.585
Cross-validation details (10-fold Crossvalidation)
Recall
0.9611
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3369
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3727
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1626
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4362
Cross-validation details (10-fold Crossvalidation)