Run
8859746

Run 8859746

Task 3574 (Supervised Classification) rmftsa_sleepdata Uploaded 27-02-2018 by William Raynaut
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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
0.6946
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4813
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2634
Cross-validation details (10-fold Crossvalidation)
KB relative information score
289.3676
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2803
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3514
Cross-validation details (10-fold Crossvalidation)
Number of instances
1024
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4765
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4893
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.8507
Cross-validation details (10-fold Crossvalidation)
Recall
0.4893
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7975
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4191
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4244
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0126
Cross-validation details (10-fold Crossvalidation)