Run
8881170

Run 8881170

Task 10104 (Supervised Classification) Smartphone-Based_Recognition_of_Human_Activities Uploaded 10-03-2018 by William Raynaut
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Flow

weka.kf.AdaBoostM1-NaiveBayes(1)A Weka KnowledgeFlow using AdaBoostM1-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
0.9802
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9389
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9267
Cross-validation details (10-fold Crossvalidation)
KB relative information score
167.2158
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0222
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
0.9397
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9389
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.585
Cross-validation details (10-fold Crossvalidation)
Recall
0.9389
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0798
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3727
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1436
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3853
Cross-validation details (10-fold Crossvalidation)