Run
8865217

Run 8865217

Task 145888 (Supervised Classification) vertebra-column 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
0.9489
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8262
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7212
Cross-validation details (10-fold Crossvalidation)
KB relative information score
213.8808
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1485
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4165
Cross-validation details (10-fold Crossvalidation)
Number of instances
310
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8266
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8258
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.4937
Cross-validation details (10-fold Crossvalidation)
Recall
0.8258
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3565
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4562
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.277
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6072
Cross-validation details (10-fold Crossvalidation)