Run
8864839

Run 8864839

Task 145842 (Supervised Classification) fertility 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
0.608
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.839
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1546
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-27.1127
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2018
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2169
Cross-validation details (10-fold Crossvalidation)
Number of instances
100
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8264
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.86
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5504
Cross-validation details (10-fold Crossvalidation)
Recall
0.86
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9307
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.325
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3439
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.058
Cross-validation details (10-fold Crossvalidation)