Run
8861553

Run 8861553

Task 3735 (Supervised Classification) pollen 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
0.4893
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4828
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0343
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-23.5792
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.5025
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
3848
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4828
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4828
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.4828
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.005
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.52
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.04
Cross-validation details (10-fold Crossvalidation)