Run
8865135

Run 8865135

Task 145869 (Supervised Classification) semeion 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
0.9963
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9461
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.94
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1215.2202
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0746
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
1593
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9468
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.946
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3218
Cross-validation details (10-fold Crossvalidation)
Recall
0.946
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4143
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.151
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5034
Cross-validation details (10-fold Crossvalidation)