Run
8858855

Run 8858855

Task 47 (Supervised Classification) tae 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
0.8168
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6749
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.513
Cross-validation details (10-fold Crossvalidation)
KB relative information score
65.1261
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2909
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4443
Cross-validation details (10-fold Crossvalidation)
Number of instances
151
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6747
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6755
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5845
Cross-validation details (10-fold Crossvalidation)
Recall
0.6755
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6546
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4713
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3949
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8378
Cross-validation details (10-fold Crossvalidation)