Run
1571636

Run 1571636

Task 3021 (Supervised Classification) sick Uploaded 18-07-2016 by Jan van Rijn
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Flow

weka.IB1(2)D. Aha, D. Kibler (1991). Instance-based learning algorithms. Machine Learning. 6:37-66.

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.8058
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9609
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6497
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1995.7737
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0379
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1152
Cross-validation details (10-fold Crossvalidation)
Number of instances
3772
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9601
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9621
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3333
Cross-validation details (10-fold Crossvalidation)
Recall
0.9621
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3291
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2398
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1947
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8121
Cross-validation details (10-fold Crossvalidation)