Run
8864561

Run 8864561

Task 145679 (Supervised Classification) thoracic_surgery Uploaded 27-02-2018 by William Raynaut
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.6784
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7856
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0214
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-62.8614
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2319
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2546
Cross-validation details (10-fold Crossvalidation)
Number of instances
470
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.763
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8426
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6109
Cross-validation details (10-fold Crossvalidation)
Recall
0.8426
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9109
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.356
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3554
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9983
Cross-validation details (10-fold Crossvalidation)