Run
8860174

Run 8860174

Task 3614 (Supervised Classification) analcatdata_wildcat 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
0.8318
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7441
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3671
Cross-validation details (10-fold Crossvalidation)
KB relative information score
52.5336
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2593
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4115
Cross-validation details (10-fold Crossvalidation)
Number of instances
163
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7412
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7485
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8699
Cross-validation details (10-fold Crossvalidation)
Recall
0.7485
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6302
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.453
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3948
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8716
Cross-validation details (10-fold Crossvalidation)