Run
8859306

Run 8859306

Task 3495 (Supervised Classification) SPECT 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
0.7723
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8306
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4605
Cross-validation details (10-fold Crossvalidation)
KB relative information score
53.6364
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2402
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3284
Cross-validation details (10-fold Crossvalidation)
Number of instances
267
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8276
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.839
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.738
Cross-validation details (10-fold Crossvalidation)
Recall
0.839
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7314
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4044
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3645
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9013
Cross-validation details (10-fold Crossvalidation)