Run
8861549

Run 8861549

Task 3739 (Supervised Classification) analcatdata_chlamydia 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
0.9344
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8621
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5303
Cross-validation details (10-fold Crossvalidation)
KB relative information score
32.5221
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.196
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3116
Cross-validation details (10-fold Crossvalidation)
Number of instances
100
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8609
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.87
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.714
Cross-validation details (10-fold Crossvalidation)
Recall
0.87
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6292
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3923
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2902
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7397
Cross-validation details (10-fold Crossvalidation)