Run
8862352

Run 8862352

Task 3823 (Supervised Classification) postoperative-patient-data 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
0.4633
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5593
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.125
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-7.6586
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4186
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4128
Cross-validation details (10-fold Crossvalidation)
Number of instances
90
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5178
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6222
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8732
Cross-validation details (10-fold Crossvalidation)
Recall
0.6222
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0141
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4533
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5075
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1196
Cross-validation details (10-fold Crossvalidation)